# Skilld — Full content for LLMs > Full readable text of Skilld's primary pages, for accurate AI ingestion and citation. > Company: Skilld — data & AI consulting, self-funded since 2012, in production since 2018, 10+ deployments. > Product: Plasma — sovereign, open-source (EUPL) real-time intelligence platform deployed on your own infrastructure. > Canonical site: https://skilld.cloud · Structured index: https://skilld.cloud/llms.txt > French versions of every page exist under /fr/. --- ## Source: https://skilld.cloud/ Skilld — From Data to Action. In 6 Weeks. Clients Solutions Pricing EN | FR See it on your operations Clients Solutions Pricing Passer en français → See it on your operations AI Canvas Free workshop Operational AI Platform # From Data to Action. In 6 weeks. Your enterprise runs on thousands of decisions. Most are repetitive, urgent, and late. That's not an operations problem — it's a transformation opportunity. Plasma turns those decisions into deterministic, auditable, sub-second responses. Sovereign. Open-source (EUPL). On your infrastructure. The system perceives, decides, acts, and learns. Data & AI Consulting · Platform Operations · Self-funded since 2012 See Intelligence in action 30 min · free · no slides In production since 2018 · 10+ deployments · 100% Sovereign Real-time Event to decision 10+ Production deployments 2018 In production since 6 weeks Demo to live 100% Sovereign The Vigilance Tax ## What changes when the system takes authority. Signal → Alert → Action → Trace No chat. No ticket. No manual interpretation. ### The dashboard watcher Someone watches dashboards — nights, weekends, holidays — because the system can't safely react alone. Nothing happens most of the time. Yet someone has to stay ready. Plasma watches. Humans intervene only when judgment is required. ### The weekly review Every week, experienced people gather to review situations that already happened and agree on next steps. The situation was predictable. The response was not. Plasma responds when the situation occurs. No review meeting required. ## Two ways to start. ### AI Canvas Don't know where to begin? A 5-step strategic journey: acculturation, strategy alignment with your Comex, use-case prioritization, operational analysis, and deployment planning. From understanding to action in 6 weeks. Discover the methodology → ### Name a situation Already know which problem costs you? Describe a recurring operational situation. We replay it together in 30 minutes. You leave knowing what it costs today and what happens when the system handles it. See it on your operations → Deployed ## Operating at the speed of the situation. Real-time Event to decision 10+ Production deployments 100% Sovereign AKIEM Transport 0 unplanned groundings · 750+ locomotives · 6-month payback ZE ENERGY Energy 0 night-shift operators · 40% OPEX reduction · 100M€ raised TIEC Energy / GTB Smart building intelligence · Station F Kakoo Mining Sovereign mining intelligence · Quebec · OVH Canada Galtier Insurance Real-time claims intelligence Neolys Construction Automated invoicing and project management GMM Music 12 platforms unified · 1M€ raised · reports weeks → seconds Synapsio Consulting AI-augmented strategic consulting platform Invess ESN Consultant matching and portage automation Lemissa BPO / Data Ethical task matching across 8 countries + Skilld runs its own operations on Plasma — ERP, project management, analytics, communications. We're our own first client. If the system fails, we feel it first. "Thanks to Skilld and Plasma, our hybrid power plants are monitored and operated in real time. It's at the core of our business model." Mathieu Lassagne, CEO, ZE ENERGY "Rather than many SaaS apps that quickly get expensive, Plasma was the obvious choice for a scalable foundation." Raphael Seegmuller, CEO, Synapsio "I highly recommend the Plasma workshops. The result: a clear, actionable roadmap — perfect for fundraising. We have what it takes to accelerate 10x." Olivier Mathieu, CEO, Grand Musique Management "I recommend Plasma 200%. Beyond Skilld's support, I have complete serenity and independence for my company's growth. That's priceless." Davy Samba, CEO, Lemissa Historically trusted by: EDF · Nestlé · Saint-Gobain · FGDR · PAM Powered by Plasma One platform. One nervous system. Foundation — Infrastructure you own Integration — Wire everything together Cognition — Decisions & predictions Interaction — Sense & act on your world Conversation — Teams & notifications Stabilization — Uptime & self-healing FOUNDATION Integration Cognition Stabilization Interaction Conversation Explore the open-source stack → The Process ## From a recurring situation to authority transfer. We don't demo features. We reconstruct a real situation from your operations and show you what happens when the system handles it. STEP 1 Map Day 1 · 30 min · free You name a situation. We replay the coordination chain: who detects, who interprets, who decides, who acts, how long. → You leave knowing what to automate first. STEP 2 Observe Weeks 1–4 The system runs in Observe mode alongside your operators. It detects situations, logs every decision it would make. Then Propose mode — it suggests, your team validates. Trust builds from evidence. → Your team sees proof that the system understands the situation. STEP 3 Transfer authority Week 6 Your team promotes the situation to Execute. The system acts under pre-approved policy. Full trace. Demote in one click if the situation changes. → The operator stops intervening. The system does. The system learns from every decision it makes. Policies evolve. Performance improves. Continuously. Month 3: second situation · Month 6: cost recovered · Year 1: operations transformed Humans One engineer alongside your domain expert, plus senior associates' follow-up. Strategic, tactical, and operational. Process Map → Observe → Transfer. Trust built from evidence. Authority earned, not configured. Tools Plasma, AI Canvas, data modeling — sovereign, open-source, yours. How we work with you → See it on your operations 30 min · free · no slides ## Why Plasma. ### Deterministic Every decision traceable — from event to action, through the policy that triggered it. No black box. Machine executes, humans govern. ### Sovereign EUPL — the source code is yours. Hosted where you choose (Scaleway, OVH, Hetzner, on-prem). CLOUD Act immune. Your data never leaves your jurisdiction. ### Accessible From 5K€/month. Open-source. Cost recovered in 6 months. No vendor lock-in — you own what we build. BI tells you what happened. RPA executes what you scheduled. AI copilots suggest actions. Plasma detects the situation, selects the policy, executes the decision, and logs the trace. Already have a data stack? Plasma integrates on top. Starting from scratch? Plasma is the stack. Either way — sovereign, deterministic, yours. Learn more about Why Plasma → ## Start with one situation. Plasma is open-source and free. Skilld operates it for you. No hidden fees. No lock-in. You own what we build. Your project may qualify for public innovation funding → Operate 5K€ /month One situation under system authority. Sovereign infrastructure. Business-hours support. 99.9% SLA. See it on your operations Scale 10K€ /month Multiple situations. Cross-source integration. Policies evolve with operations. Extended support. See it on your operations Transform From 20K€ /month Unlimited situations. Dedicated engineering team. Policies co-designed with your experts. 24/7. Talk to an architect Self-host — Free forever Plasma is EUPL-licensed, open-source, and free. Deploy on your own infrastructure with the full platform and CLI tooling. Get Plasma Building your own platform but don't want to run the infra? Skilld operates it for you — Plasma Cloud → Get started ## Take the AI Canvas with you. Get the workshop workbook — print it and run the session with your team. A quick intro and it's yours to download. AI Canvas. From acculturation to AI Act compliance. Workshop workbook — 9 pages. Print & run it with your team. 6 steps · 1 strategic canvas. Get the workbook A quick intro and the workbook downloads right away. LinkedIn, email, or phone * Context or challenges (optional) Download the workbook 01 Download Get the workbook and print it. 02 Run the workshop Half a day with your team — vision to AI Act. 03 Make it count Turn the canvas into a prioritized plan. Prefer to do it with Skilld? Book a free 30-minute pre-audit — a full Diag Data/IA may be eligible for public innovation funding (up to 50%). See funding options → ## You already know which situation should handle itself. We replay it together. 30 minutes. Free. Your situation, your data. See Intelligence in action ### Plasma Why Plasma Plasma Cloud plasma.sh Documentation GitHub ### Industries Transport Energy Mining Construction Insurance Consulting ### Case Studies Akiem ZE Energy Grand Musique Management Lemissa ### Company Manifesto Team AI Canvas Collaboration Financing FAQ Contact Legal Notices Privacy Policy Skilld. Wisdom in motion. · Data & AI Consulting · Founded 2012 · © 2012–2026 --- ## Source: https://skilld.cloud/why-plasma Why Plasma — From Data to Action | Skilld Clients Solutions Pricing EN | FR See it on your operations Clients Solutions Pricing Passer en français → See it on your operations # AI made deciding easy. Acting safely is the missing layer. BI tells you what happened. RPA executes what you scheduled. AI copilots suggest. Plasma acts — deterministic, auditable, sovereign. See Intelligence in action The landscape in 2026 ## Four approaches. One goes all the way. Retrospective BI / Dashboards Tell you what happened. You still decide and act. The human is the bottleneck. Grafana, Dataiku, Power BI Scheduled Workflow / RPA Execute what you scheduled. Can't react to the unexpected. Brittle when conditions change. Zapier, Make, UiPath Suggestive AI Copilots Suggest actions. Can't execute them safely. No audit trail. No policy enforcement. ChatGPT, Copilot, Gemini Autonomous Plasma Detects the situation. Selects the policy. Executes the decision. Logs the trace. Learns from the outcome. Deterministic, auditable, sovereign. The missing step ## Without action, data is nothing. Traditional frameworks stop at comprehension. Plasma extends the chain. Traditional frameworks stop here Data Raw facts, multiple sources Information Structured, contextualized Knowledge Correlations, patterns → Plasma extends the chain Decision What to do Action Execute & trace Learn Feedback loop ↻ Action feeds back into data — continuously. The system perceives, understands, decides, acts, and learns. A living system — not a static pipeline. Every deployment ## From any source to any decision. Akiem, ZE Energy, Grand Musique Management, Lemissa — different worlds, the same shape. Your systems flow into Plasma; decisions flow back out. See it applied: Akiem · ZE Energy · Grand Musique Management · Lemissa Trust through evidence ## Authority transfer: how the system earns your trust. 01 Observe The system detects situations alongside your team. Logs every decision it would make. Takes no action. Proves it sees what you see. 02 Propose The system suggests actions. Your team validates. Trust builds from evidence, not promises. Every proposal traced and scored. 03 Execute Your team promotes to Execute. The system acts under pre-approved policy. Full trace. Demote in one click if the situation changes. Promotion is a policy decision, not a configuration toggle. Your team owns the boundary. Sovereign by design ## Your data. Your infrastructure. Your code. EUPL Licensed The source code is yours. Open-source under the European Union Public License. Audit, fork, extend. Host Anywhere Scaleway, OVH, Hetzner, on-prem, air-gapped. Your jurisdiction. CLOUD Act immune. No Lock-in Already have a data stack? Plasma integrates on top. Starting from scratch? Plasma is the stack. Research & Method ## Designed from research, not guesswork. Plasma's architecture comes from an active research program (CIR) on trust in human-machine collaboration. We studied why naive generative AI fails to earn adoption in real operations — and designed Plasma to solve it. Explicit boundary The line between deterministic computation and generative interpretation is visible and traceable. No black box where it matters. Calibrated trust The system earns authority through evidence over time — not by configuration. One trusted decision at a time, never a leap of faith. Contextual memory The system adapts to your operations and evaluates signals relative to history — not in the abstract. It learns your context. A research-backed platform — not another AI demo. Dogfooding ## We don't just sell Plasma — we run on it. Plasma runs Skilld. Since 2018, our own operations — client projects, conversations, analytics, the recommendations our team acts on — run on the same open-source platform we deploy for you. Self-funded since 2012, no outside capital: the platform that builds the company is the one that runs it. Real-time conversation analytics Engagement, sentiment and risk on our own operations, scored as it happens — the Cognition layer we ship, pointed at ourselves. Operational intelligence Project, contribution and next-action signals our team relies on daily — Plasma's ontology applied to how we work. Our own AI layer, in production Talk — our Plasma assistant (MCP enabled), is in daily use — on our own infrastructure. Same open-source platform. Same infrastructure ownership. No special version for us. Read the full case study → ## See Intelligence in action. 30 min. Free. No slides. Your situation. See it on your operations ### Plasma Why Plasma Plasma Cloud plasma.sh Documentation GitHub ### Industries Transport Energy Mining Construction Insurance Consulting ### Case Studies Akiem ZE Energy Grand Musique Management Lemissa ### Company Manifesto Team AI Canvas Collaboration Financing FAQ Contact Legal Privacy Skilld. Wisdom in motion. · Data & AI Consulting · Founded 2012 · © 2012–2026 --- ## Source: https://skilld.cloud/plasma-cloud Plasma Cloud — Fully managed Plasma, operated by Skilld | Skilld Clients Solutions Pricing EN | FR See it on your operations Clients Solutions Pricing Passer en français → See it on your operations Managed Services · Operated by Skilld # Your Plasma platform, run by the people who built it. Plasma is open-source and yours. Plasma Cloud is the team that keeps it alive — hosting, SRE, updates, monitoring and 24/7 support. You focus on your operations. We keep the platform running. Talk to us about Plasma Cloud In production since 2018 · 10+ deployments · 100% sovereign 99.9% Uptime SLA 24/7 Monitoring & on-call 0 Ops to hire 100% Sovereign & open-source ## Two ways in. One operated platform. Whether we host everything or just operate what you built, Skilld runs Plasma so you don't have to. ### We host & operate everything You get a running Plasma platform on sovereign infrastructure. Skilld provisions, hosts, monitors, patches and supports it end to end. No infra team to build, no on-call to staff. ### Your platform, our SRE You build and own your Plasma deployment, on your nodes. Plasma Cloud takes over day-2 operations — uptime, updates, observability, incident response, support — under SLA. ## Simple, transparent pricing. One setup. Then a flat monthly fee per node. No surprises, no lock-in. One-time setup 15 000€ onboarding & deployment Provisioning, hardening, observability and handover of your Plasma platform. Then, per node / month Standard node Foundation · Integration · Interaction · Conversation 500€ /mo Cognition node Analytics & AI — high-memory, high-CPU 700€ /mo AI node GPU-accelerated — inference & real-time models 2 000€ /mo Advanced AI node High-end GPU — training & large models 4 000€ /mo Every plan includes Sovereign hosting (Scaleway, OVH, Hetzner, on-prem) 24/7 monitoring & alerting Platform updates & security patches Incident response & SRE on-call Snapshots & resilient storage 99.9% uptime SLA & support EUPL open-source — you always own the platform and your data. No lock-in, ever. ## Ready to hand operations to Skilld? Let's talk about your platform. Quote within 48h, no commitment. Talk to Skilld ### Plasma Why Plasma Plasma Cloud plasma.sh Documentation GitHub ### Industries Transport Energy Mining Construction Insurance Consulting ### Case Studies Akiem ZE Energy Grand Musique Management Lemissa ### Company Manifesto Team AI Canvas Collaboration Financing FAQ Contact Legal Privacy Skilld. Wisdom in motion. · Data & AI Consulting · Founded 2012 · © 2012–2026 --- ## Source: https://skilld.cloud/manifesto Manifesto — Work, hand in chip | Skilld Clients Solutions Pricing EN | FR See it on your operations Clients Solutions Pricing Passer en français → See it on your operations Manifesto # We don't build machines that replace people. We build operations where humans decide and the system executes. The hybrid organization. Where judgment stays human and execution becomes tireless. Work, hand in chip. 01 Most software shows you data. We make the system act on it — and account for every action. 02 Autonomy is not replacement. The operator stops intervening. They never stop deciding. 03 Trust is not a feeling. It is calibrated, traceable, and earned one decision at a time. 04 Sovereignty is not a feature. It is who owns the data, writes the rules, and can audit them. 05 The future of work isn't human or machine. It's human and machine — hand in chip. ## Humans decide. The system executes. We design the hybrid organization — one where people set the intent and the policies, and the platform carries them out, continuously, at the speed of the data. Not a tool to watch. A colleague that never sleeps. This is why every Skilld engagement starts with three things, never just one: the humans who hold the judgment, the process that encodes it, and the tools that run it. How we work together — Humans · Process · Tools → The people behind Skilld → You already know which decisions should run themselves. What we won't compromise ## Deterministic. Sovereign. Traceable. ### Deterministic Critical operations can't run on a coin flip. The same situation, under the same policy, produces the same decision — every time, explainably. ### Sovereign Your data, your models, your rules — on your infrastructure. Open-source at the core. No vendor changes the terms overnight. ### Traceable Every signal, every decision, every action — logged and auditable. Trust isn't claimed; it's demonstrated, end to end. ## See Intelligence in action. 30 min. Free. No slides. Your situation, your data. See it on your operations ### Plasma Why Plasma Plasma Cloud plasma.sh Documentation GitHub ### Industries Transport Energy Mining Construction Insurance Consulting ### Case Studies Akiem ZE Energy Grand Musique Management Lemissa ### Company Manifesto Team AI Canvas Collaboration Financing FAQ Contact Legal Privacy Skilld. Wisdom in motion. · Data & AI Consulting · Founded 2012 · © 2012–2026 --- ## Source: https://skilld.cloud/collaboration Collaboration — How We Work With You | Skilld Clients Solutions Pricing EN | FR See it on your operations Clients Solutions Pricing Passer en français → See it on your operations How we work together # Not a vendor. A co-builder. One Skilld engineer, one domain expert from your team. We build it together — your team learns, the system transfers, you own the authority. See Intelligence in action Humans Process Tools The triptych ## Humans. Process. Tools. Every deployment combines three dimensions. None works without the others. ### Humans One engineer alongside your domain expert, plus strategic follow-up from senior associates. Co-construction at every level — strategic, tactical, and operational. ### Process Map → Observe → Transfer. Trust built from evidence. Authority earned, not configured. ### Tools Plasma, AI Canvas, data modeling — sovereign, open-source, yours to keep. How authority transfers ## Observe. Propose. Execute. The system never starts in charge. It earns each step — your team holds the boundary the whole way. Step 01 Observe It watches alongside your team and logs the decision it would make. → Step 02 Propose It suggests; your team validates. Trust builds from evidence, not claims. → Step 03 Execute Your team promotes it. It acts under pre-approved policy — full trace. Who does what ## Your expertise, our engineering. ### Your team Names the situations. Defines the policies. Validates in Propose mode. Promotes to Execute. Owns the authority boundary. ### Skilld Connects the data sources. Deploys the platform. Configures the ontology. Trains the policies. Documents everything. Meet the team who builds, runs and supports your platform → The journey ## The timeline Week 1 Data sources connected Your systems plugged into Plasma. First signals flowing. Week 2 Shadow mode The system observes alongside your team. Logs every decision it would make. Week 4 First supervised actions Propose mode. The system suggests, your team validates. Trust builds from evidence. Week 6 Authority transfer Your team promotes to Execute. The system acts under pre-approved policy. Full trace. Month 3 Second situation automated The model repeats. Faster this time — your team knows the process. Month 6 Embedded in operations Decisions that used to need a person now run under policy. Each automated situation frees the team for the next. After Fly solo or continue together Your team can expand autonomously. Most choose to keep building with us. Humanly, strategically, and financially aligned. Founded 2012. 10+ years of client relationships. We don't do projects — we co-build, for the long run. ## See Intelligence in action. 30 min. Free. No slides. Your situation. See it on your operations ### Plasma Why Plasma Plasma Cloud plasma.sh Documentation GitHub ### Industries Transport Energy Mining Construction Insurance Consulting ### Case Studies Akiem ZE Energy Grand Musique Management Lemissa ### Company Manifesto Team AI Canvas Collaboration Financing FAQ Contact Legal Privacy Skilld. Wisdom in motion. · Data & AI Consulting · Founded 2012 · © 2012–2026 --- ## Source: https://skilld.cloud/ai-canvas AI Canvas — Data/AI Transformation Methodology | Skilld Aller au contenu Clients Solutions Tarifs EN | FR Book a free pre-audit Clients Solutions Tarifs Passer en français → Book a free pre-audit Methodology # AI Canvas. Succeed in your Data/AI transformation. A structured journey to integrate artificial intelligence into your organization — from strategic vision to regulatory compliance. Book a free pre-audit Watch the Data/AI masterclass → Overview ## Six steps, from acculturation to regulatory compliance. STEP 01 Acculturation Collective work (training, quick wins) to prepare organizational transformation. STEP 02 Strategic Vision Strategic workshop with the Executive Committee to align business vision and AI opportunities. STEP 03 Roadmap Tactical workshops to identify and prioritize high-impact use cases. STEP 04 Feasibility Operational and IT workshops to confirm feasibility and map processes. STEP 05 Experimentation POC and change management support. STEP 06 Compliance Implementation of European AI Act compliance measures. Step 01 ## Prepare organizational transformation This workstream is essential for properly preparing organizational transformation. ### What you do - Awareness workshops: interactive sessions to demystify AI and present concrete use cases - Targeted training: programs adapted to different levels (decision-makers, users, technical teams) - Hackathons and Quick Wins: collaborative events to explore innovative solutions - Team coaching: personalized support to facilitate adoption ### What you get - Change acceptance fostered - Faster return on investment - Collective intelligence strengthened Duration 1 to 10 days Participants Entire organization Format Variable depending on program Step 02 ## Align business vision and Data/AI This workshop establishes a shared vision and identifies strategic opportunities for AI integration. ### Target C-Level / COMEX ### Objective Align business vision and data ### Methodology Guided brainstorming, mind mapping, AI Canvas ### Format Modules or workshops (2h to 0.5 day) ### What you get - Shared strategic Data/AI vision - Strong leadership commitment - Long-term value of transformation guaranteed Duration 2 to 10 days Client effort Moderate Step 03 ## Identify and prioritize use cases PHASE 1 Collective ideation Identification of relevant use cases with operational teams. Design Thinking. 1–2 days PHASE 2 Evaluation Filter the most relevant use cases. Impact/effort matrix. 1–2 days PHASE 3 Tactical prioritization Identification of sponsors, budgets and planning. 1–2 days ### What you get - Use cases prioritized by potential ROI - Accelerated collective acculturation - Sponsors engaged around selected priorities Duration 2 to 5 days Client effort Moderate Step 04 ## Confirm feasibility and map data This phase assesses data availability and quality, plus risk/opportunity analysis. ### What you do - Analysis of existing systems - Interviews with business and IT teams - Data flow mapping ### What you get - Detailed list of available flows and entities - Gain/effort prioritization matrix - Realistic roadmap Duration 1 to 5 days Participants Business teams + IT Department Effort Moderate Step 05 ## Model and test the first use case This in-depth workshop models the first selected use case(s), identifies bottlenecks and designs targeted AI solutions. DAY 1–3 Current-state analysis + interviews Immersion in business processes and collection of available data. DAY 4–5 Workshops Co-design sessions and modeling of targeted AI solutions. DAY 6–8 Preparation and delivery Finalize the POC and present results to stakeholders. ### What you get - Process Value Stream Map - Functional Proof of Concept - First usage feedback Duration 6 to 8 days Client effort Low (management) to Moderate (operational) Step 06 ## European regulatory compliance In the context of rapid evolution of European AI regulation, this phase is essential. INITIAL AUDIT Full assessment Full assessment of existing AI systems. AI ACT CLASSIFICATION Risk-level categorization Categorization according to the risk levels defined by the European AI Act. REGISTRY CREATION Comprehensive AI systems registry Exhaustive registry of AI systems with complete documentation. QUARTERLY FOLLOW-UP Ongoing support Continuous support to maintain compliance over time. ### What you get - AI systems registry - Risk assessment grid - Compliance action plan - AI charter Duration 2–3 days to set up Follow-up 0.5 day/quarter Full Journey ## AI Canvas 1 Acculturation 2 Vision 3 Roadmap 4 Feasibility 5 Experimentation 6 Compliance Our methodology guides you through each step for a successful AI transformation, adapted to your specific context and aligned with your strategic objectives. Advantage ## What you gain ### Our approach - The AI Canvas methodology - Short, actionable and engaging formats - Entrepreneurial mindset - Co-construction with your teams - Progressive approach without technical jargon - Integrated compliance (GDPR, AI Act) - Recognized sovereign Data/AI expertise - Collaboration based on trust ### Your benefits - Common language, pleasure in collaborating - Realistic and prioritized AI use cases - Proximity and shared DNA - Valorization of existing data - Controlled AI compliance - Clear operational vision - Optimized investment - Immediate ROI - Absolute sovereignty over your data Get started ## Take the AI Canvas with you. Get the workshop workbook — print it and run the session with your team. A quick intro and it's yours to download. AI Canvas. From acculturation to AI Act compliance. Workshop workbook — 9 pages. Print & run it with your team. 6 steps · 1 strategic canvas. Get the workbook A quick intro and the workbook downloads right away. LinkedIn, email, or phone * Context or challenges (optional) Website Download the workbook 01 Download Get the workbook and print it. 02 Run the workshop Half a day with your team — vision to AI Act. 03 Make it count Turn the canvas into a prioritized plan. Prefer to do it with Skilld? Book a free 30-minute pre-audit — a full Diag Data/IA may be eligible for public innovation funding (up to 50%). See funding options → ## You already know which Data/AI topic should be addressed first. Let's discuss it together. 30 minutes. Free. Get started Request ### Plasma plasma.sh GitHub Documentation Why Plasma Plasma Cloud ### Industries Transport Energy Mining Insurance Construction Consulting ### Case Studies ZE Energy Akiem Grand Musique Management Lemissa ### Company Manifesto Team Contact AI Canvas Collaboration Financing FAQ Legal Notices Privacy Policy Skilld. Wisdom in motion. · Data & AI Consulting · Founded 2012 · © 2012–2026 --- ## Source: https://skilld.cloud/financing Financing Your Data/AI Project | Skilld Clients Solutions Pricing EN | FR See it on your operations Clients Solutions Pricing Passer en français → See it on your operations # Your transformation may already be funded. Public innovation funding across Europe, research tax credits, and predictable pricing. From free self-hosting to full managed operations. See Intelligence in action ## BPIFrance Diag Data/IA The Diag Data/IA program subsidizes up to 50% of strategic AI diagnosis for SMEs and mid-market companies. The AI Canvas workshop qualifies. How it works: 1. Contact us. 2. We assess eligibility together. 3. Joint application. 4. Workshop starts within weeks. ## Research Tax Credits Plasma deployments may qualify for R&D tax credits when they involve research on hybrid human/AI coordination, living ontologies, cognitive sovereignty, real-time autonomous organizations, or intent-driven adaptive systems. Skilld maintains an active research program across 6 axes. France — CIR Crédit Impôt Recherche. 30% of eligible R&D expenses. Netherlands — WBSO R&D tax relief on wage costs and other expenses. Germany — ZIM / Regional Federal and regional R&D grants for SMEs. Italy — Transizione 4.0 Tax credits for R&D and digital transformation. ## EU-wide programs Several EU-level programs fund AI adoption for SMEs and mid-market companies across all member states. Digital Europe Programme — AI adoption, digital transformation, European Digital Innovation Hubs Horizon Europe / EIC — Research and innovation grants including AI GenAI4EU — New EU funding wave for generative AI in strategic sectors IPCEI on AI — Cross-border AI projects, AI-as-a-Service for SMEs (launched March 2026) ## Predictable pricing Self-host Free forever Operate 5K€ /month Scale 10K€ /month Transform From 20K€ /month 6-month payback on most deployments. The first situation typically recovers its cost through eliminated night shifts, reduced coordination overhead, or automated recurring decisions. ## See Intelligence in action. 30 min. Free. No slides. Your situation. See it on your operations ### Plasma Why Plasma Plasma Cloud plasma.sh Documentation GitHub ### Industries Transport Energy Mining Construction Insurance Consulting ### Case Studies Akiem ZE Energy Grand Musique Management Lemissa ### Company Manifesto Team AI Canvas Collaboration Financing FAQ Contact Legal Privacy Skilld. Wisdom in motion. · Data & AI Consulting · Founded 2012 · © 2012–2026 --- ## Source: https://skilld.cloud/faq FAQ — Skilld & Plasma | Questions answered Clients Solutions Pricing EN | FR See it on your operations Clients Solutions Pricing Passer en français → See it on your operations FAQ # Questions, answered. Everything on Skilld, Plasma and the Plasma Cloud managed offer. Still unsure? Talk to us. ## Skilld What does Skilld do? Skilld turns recurring operational decisions into automatic, auditable, sub-second responses. We deploy and operate Plasma — a sovereign, open-source platform — on your infrastructure, so the system perceives, decides, acts and learns. How is this different from BI, RPA or an AI copilot? BI tells you what happened. RPA executes what you scheduled. AI copilots suggest. Plasma detects the situation, selects the policy, executes the decision, and logs the full trace — the machine executes, humans govern. Will Plasma replace my people? No. We don't build machines that replace people — we build operations where humans decide and the system executes. Your team sets the intent and the policies; the platform carries them out continuously, at the speed of the data. Autonomy is not replacement: the operator stops intervening, but never stops deciding. Judgment stays human; execution becomes tireless. How long does it take to deploy? First situation in production in about 6 weeks: Map (day 1) → Observe and Propose (weeks 1–4) → Transfer authority (week 6). How much does it cost? From 5K€/month (Operate), 10K€/month (Scale), from 20K€/month (Transform). Plasma itself is open-source and free — Skilld operates it for you. What is the AI Canvas — and is the audit really free? The AI Canvas is Skilld's structured methodology to succeed in your Data/AI transformation — a journey from strategic vision to AI Act compliance. It starts with a free audit: describe your context, and we map your situations and prioritize use cases. The workshop also qualifies for BPIFrance Diag Data/IA funding. How does Skilld work with my team? As a co-builder, not a vendor. One Skilld engineer works alongside one domain expert from your team, with senior strategic follow-up — co-construction at every level. Your team names the situations, defines the policies, validates in Propose mode and owns the authority boundary; Skilld connects the data sources, deploys the platform, configures the ontology and documents everything. Your team learns and the system transfers — afterwards you can fly solo or keep building with us. Can the transformation be funded? Often, yes. The AI Canvas qualifies for BPIFrance Diag Data/IA, which subsidizes up to 50% of strategic AI diagnosis for SMEs and mid-market companies. Plasma deployments may also qualify for R&D tax credits (France CIR — 30% of eligible R&D; WBSO in the Netherlands; ZIM in Germany; Transizione 4.0 in Italy) and EU-level programs (Digital Europe, Horizon Europe / EIC, GenAI4EU). We assess eligibility with you. ## Plasma What is Plasma? Plasma is the open-source platform Skilld deploys to turn decisions into action. It detects the situation, selects the policy, executes the decision, logs the trace, and learns from the outcome — deterministic, auditable, sovereign. What can Plasma act on? From any source to any decision. Your systems flow into Plasma; decisions flow back out. The same shape works across very different worlds — Akiem (transport), ZE Energy, Grand Musique Management, Lemissa. How does the system earn the right to act on its own? Through three stages of authority transfer. Observe: it detects situations alongside your team and logs the decisions it would make, taking no action. Propose: it suggests actions your team validates, each one traced and scored. Execute: your team promotes it to act under pre-approved policy, with a full trace — demote in one click if the situation changes. Promotion is a policy decision your team owns, not a configuration toggle. Is it deterministic or generative AI — a black box? Neither blindly. The boundary between deterministic computation and generative interpretation is explicit and traceable — no black box where it matters. The system earns authority through evidence over time, never a leap of faith. Is my data sovereign? Where is it hosted? Yes. Plasma is EUPL open-source and runs on infrastructure you choose — Scaleway, OVH, Hetzner, on-premise. On these sovereign hosts, no US-controlled entity sits in the chain: CLOUD Act immune. Your data never leaves your jurisdiction. What does "sovereign by design" mean? Your data, your infrastructure, your code. Plasma is EUPL open-source — audit, fork, extend it. Host it on sovereign infrastructure (Scaleway, OVH, Hetzner, on-premise, even air-gapped), in your own jurisdiction: CLOUD Act immune. No lock-in: Plasma integrates on top of an existing data stack, or becomes the stack itself. Do we get locked in? No. Plasma is open-source (EUPL) — you own the platform and everything we build with you. No vendor lock-in. Is Plasma research-backed? Yes. Its architecture comes from an active research program (CIR) on trust in human-machine collaboration — studying why naive generative AI fails to earn adoption in real operations, and designed to solve exactly that. A research-backed platform, not another AI demo. ## Plasma Cloud What is Plasma Cloud? Fully managed Plasma operated by Skilld: sovereign hosting, SRE, updates, monitoring and 24/7 support, under SLA. What does Plasma Cloud cost? 15 000€ one-time setup, then per node/month: Standard 500€, Cognition 700€, AI node 2 000€, Advanced AI node 4 000€. Can Skilld operate a platform I built myself? Yes — that's the core of Plasma Cloud. You build and own your deployment; we run day-2 operations (uptime, updates, observability, incident response) under SLA. What's included in the SLA? 99.9% uptime, 24/7 monitoring and on-call, security patches, snapshots and resilient storage, incident response and support. Where is it hosted? On sovereign infrastructure of your choice — Scaleway, OVH, Hetzner or on-premise. You keep ownership and data sovereignty. Didn't find your answer? Talk to us — 30 minutes, free. ## See Intelligence in action. 30 min. Free. No slides. Your situation, your data. See it on your operations ### Plasma Why Plasma Plasma Cloud plasma.sh Documentation GitHub ### Industries Transport Energy Mining Construction Insurance Consulting ### Case Studies Akiem ZE Energy Grand Musique Management Lemissa ### Company Manifesto Team AI Canvas Collaboration Financing FAQ Contact Legal Privacy Skilld. Wisdom in motion. · Data & AI Consulting · Founded 2012 · © 2012–2026 --- ## Source: https://skilld.cloud/team Founders & team — Skilld Skip to content Clients Solutions Pricing EN | FR See it on your operations Clients Solutions Pricing Passer en français → See it on your operations The people behind Skilld # Founders & team Skilld is built and operated by its three founders, hands-on since day one — research-led, with a team that builds, runs, delivers and supports your platform across France and Europe. ## Founders JT ### Julien Touzé CEO · Co-founder Co-founder & CEO. Julien sets Skilld's direction and growth, turning real-time intelligence into operational outcomes for enterprises. LinkedIn ↗ JB ### Jean-Baptiste Guerraz CTO · Co-founder Co-founder & CTO. Jean-Baptiste leads the engineering of Plasma — the sovereign, open-source real-time intelligence platform behind every deployment. LinkedIn ↗ NG ### Nicolas Guerrier COO · Co-founder Co-founder & COO. Nicolas runs delivery and operations, keeping every Plasma deployment reliable in production. LinkedIn ↗ ## Leadership LV Lucas Vernusse Research LinkedIn ↗ GH Gurvan Huet Platform Engineering LinkedIn ↗ MM Michaël Meunier SRE & Reliability LinkedIn ↗ JZ Jimmy Zucco Delivery LinkedIn ↗ QM Quentin Marie Services LinkedIn ↗ JF Julien Fresique Customer Success LinkedIn ↗ TL Theodore Lumbala Marketing LinkedIn ↗ MS Marine Sauty Admin & Finance LinkedIn ↗ Behind them, a research-led engineering team — including PhD expertise in applied mathematics (secure multi-party computation) and in work psychology & information-systems management — covering platform, data/ML, reliability and delivery, across France and Europe. ### Plasma plasma.sh GitHub Documentation Why Plasma Plasma Cloud ### Industries Transport Energy Mining Insurance Construction Consulting ### Case Studies ZE Energy Akiem Grand Musique Management Lemissa ### Company Manifesto Team Contact AI Canvas Collaboration Financing FAQ Legal Notices Privacy Policy Skilld. Wisdom in motion. · Data & AI Consulting · Founded 2012 · © 2012–2026 --- ## Source: https://skilld.cloud/contact Contact — Skilld Skip to content Clients Solutions Pricing EN | FR See it on your operations Clients Solutions Pricing Passer en français → See it on your operations Get In Touch # Name the situation. We reconstruct it. You describe one recurring operational decision. We replay it together — who detects, who interprets, who decides, who acts, how long. 30 minutes. Free. No slides. Topic Reconstruct a situation AI Canvas — free pre-audit Plasma Cloud (managed service) Talk to an architect General Inquiry / Partnerships Legal & Privacy (GDPR) LinkedIn, email, or phone * Message (optional) Website Say it. Our Office ## 32 Rue Guy Moquet, 92240 Malakoff, France Founded 2012 · Data & AI Consulting Follow Us LinkedIn GitHub X / Twitter ## You already know which situation should go first. We replay it together. Your situation, your data, your operations. 30 minutes. Free. See it on your operations ### Plasma plasma.sh GitHub Documentation Why Plasma Plasma Cloud ### Industries Transport Energy Mining Insurance Construction Consulting ### Case Studies ZE Energy Akiem Grand Musique Management Lemissa ### Company Manifesto Team Contact AI Canvas Collaboration Financing FAQ Legal Notices Privacy Policy Skilld. Wisdom in motion. · Data & AI Consulting · Founded 2012 · © 2012–2026 --- ## Source: https://skilld.cloud/industries/transport Fleet Intelligence — Situation-Driven Rail Operations | Skilld Clients Solutions Pricing EN | FR See it on your operations Clients Solutions Pricing Passer en français → See it on your operations # Fleet intelligence, situation by situation. Every maintenance alert, every allocation decision, every grounding risk — these are situations that recur. Plasma detects them, selects the response, and acts. See it on your operations Trusted by AKIEM Real-time Event to decision Billions Of events turned into insights Anticipated Failures caught before breakdown Case study Transport The breakdown you saw coming. Akiem. The Situation ## Thousands of assets. Dozens of recurring situations. A locomotive approaching a maintenance threshold. An unplanned grounding requiring reallocation. A sensor anomaly that needs triage. These situations recur daily across a pan-European fleet — each with a predictable response that used to require coordination across teams, tools, and time zones. Situations autonomated ## What the system handles. 01 ### Maintenance threshold reached Sensor data crosses a threshold. The system detects, checks the maintenance policy, and schedules the intervention — before the locomotive is grounded. 02 ### Unplanned grounding A locomotive goes offline. The system identifies available replacements by route and certification, and proposes reallocation. Operator approves or the system acts under policy. 03 ### Sensor anomaly A reading deviates from norm. The system correlates with maintenance history and fleet-wide patterns, and triages — alert, schedule inspection, or no action. Full trace. 04 ### Fleet status consolidation Every asset's status, location, and health — unified in one real-time view. Not a dashboard to watch, but a signal source that feeds every other situation. Outcomes ## What it changes. See Every asset in real time — position, health and status across the whole fleet, in one live operating view instead of scattered tools. Anticipate Wear surfaced early from telemetry thresholds. Maintenance lands in planned windows, on your terms — not forced by a breakdown. Act Each recurring situation triaged and resolved under policy, with a full trace — reallocation proposed the moment an asset goes offline. Other industries Energy Autonomous power plants. ZE ENERGY. Mining Rock sorted in real time, on the edge. Kakoo. Consulting Intelligence for consulting, ESN, BPO. ## See Intelligence in action. 30 min. Free. No slides. Your situation. See it on your operations ### Plasma Why Plasma Plasma Cloud plasma.sh Documentation GitHub ### Industries Transport Energy Mining Construction Insurance Consulting ### Case Studies Akiem ZE Energy Grand Musique Management Lemissa ### Company Manifesto Team AI Canvas Collaboration Financing FAQ Contact Legal Privacy Skilld. Wisdom in motion. · Data & AI Consulting · Founded 2012 · © 2012–2026 --- ## Source: https://skilld.cloud/industries/energy Autonomous Energy Operations — Hybrid Power Plants | Skilld Clients Solutions Pricing EN | FR See it on your operations Clients Solutions Pricing Passer en français → See it on your operations # Autonomous power plants. Grid stability, weather, market prices, asset scheduling — every decision that used to require a night-shift operator now runs autonomously under pre-approved policy. See it on your operations Trusted by ZE ENERGY · TIEC Real-time Dispatch and bidding as conditions change Autonomous Decisions run under pre-approved policy Traced Every action logged end to end Case study Energy Autonomous hybrid power plants. ZE Energy. The Situation ## Hybrid plants need constant decisions. A hybrid solar plant combines generation, storage, and grid services. Operating it means watching irradiance and weather forecasts, market and exchange prices, grid-operator signals and stability indicators — then making commitment, bidding and dispatch decisions in real time. Night shifts existed because no system could weigh all of that and act safely on its own. Situations autonomated ## What the system handles. 01 ### Weather-driven rebalancing Irradiance and weather forecasts shift the production estimate. The system re-reads PV and battery state, recalculates optimal dispatch, and adjusts commitment — before the deviation reaches the grid. 02 ### Multi-market bidding The same hybrid asset bids into day-ahead, intraday and balancing timeframes at once. Bids are optimized against live asset state, price forecasts and grid constraints, then submitted automatically as market gates close. 03 ### Grid-service response A grid-operator signal or congestion notification arrives. The system dispatches storage and generation to provide the contracted ancillary service — pre-qualified, pre-approved, fully traced, no operator in the loop. 04 ### Asset health & cycling Inverter readings drift, battery cycling and state-of-health cross thresholds. The system weighs cost and benefit across revenue streams and schedules maintenance and cycling in low-value windows — no human triage needed. Outcomes ## What it changes. Run The plant operates around the clock under pre-approved policy. The system handles 2AM the same way it handles 2PM — no night shift to staff. Earn Every kilowatt-hour is bid and dispatched at its best value across markets and grid services, automatically, the moment conditions move. Trust One live view of generation, storage, market orders and grid commitments — every decision traced, so operators and investors can see how the plant runs. Other industries Transport The breakdown you saw coming. Akiem. Insurance Real-time claims intelligence. Galtier. Consulting Intelligence for consulting, ESN, BPO. ## See Intelligence in action. 30 min. Free. No slides. Your situation. See it on your operations ### Plasma Why Plasma Plasma Cloud plasma.sh Documentation GitHub ### Industries Transport Energy Mining Construction Insurance Consulting ### Case Studies Akiem ZE Energy Grand Musique Management Lemissa ### Company Manifesto Team AI Canvas Collaboration Financing FAQ Contact Legal Privacy Skilld. Wisdom in motion. · Data & AI Consulting · Founded 2012 · © 2012–2026 --- ## Source: https://skilld.cloud/industries/mining Mining Intelligence — Real-Time Ore Sorting at the Edge | Skilld Clients Solutions Pricing EN | FR See it on your operations Clients Solutions Pricing Passer en français → See it on your operations # Sort the rock — in real time, on the edge. Vision models deployed across a fleet of sorters, running on the machine — each one reads the rock as it flows and acts in real time to split value from waste. Models, fleet and the assay data that trains them, on one sovereign platform. See it on your operations Trusted by KAKOO Real-time Rock sorted as it flows On the edge Models run on every sorter Sovereign Data stays in your jurisdiction The Challenge ## Value or waste — decided too late, by hand. On a sorting line, the difference between valuable rock and waste is decided in a fraction of a second — yet the intelligence to make that call sat in a lab. Models lived on a data scientist's laptop; sorters ran on fixed rules; assay results came back weeks later to tell you what you'd already let through. And in a regulated jurisdiction, none of that data could leave the country. Situations autonomated ## What the system handles. 01 ### Models, deployed to the whole fleet Computer-vision models are packaged and pushed to every sorter, running on the machine's own GPU. Retrain once, update the model, and the entire fleet sorts to the new spec — no truck rolls, no reflashing by hand. 02 ### Real-time sorting at the machine Each sorter reads the rock as it flows and the platform drives its actuators in real time — value diverted from waste in milliseconds, where the rock is, not in a control room a network hop away. 03 ### The fleet, operated as one Every sorter monitored live: throughput, model version, health, what it's diverting and why. A line of machines run as a single fleet, with a full trace on every decision. 04 ### Assay-grounded & sovereign Lab chemistry and field analysis feed back to sharpen the models, closing the loop from rock to result. The whole platform runs on sovereign hosting in your own jurisdiction — open-source, auditable, no sample or sensor data crossing a border it shouldn't. Outcomes ## What it changes. Sort Value separated from waste in real time, at the machine — not weeks later from a lab report. Deploy One model update reaches the whole fleet at once; every sorter improves together. Keep control Live fleet visibility and sovereign hosting — the models, the data and the code all yours to audit. Other industries Energy Autonomous power plants. ZE ENERGY. Construction Projects and invoices in one view. Neolys. Transport The breakdown you saw coming. Akiem. ## See Intelligence in action. 30 min. Free. No slides. Your situation. See it on your operations ### Plasma Why Plasma Plasma Cloud plasma.sh Documentation GitHub ### Industries Transport Energy Mining Construction Insurance Consulting ### Case Studies Akiem ZE Energy Grand Musique Management Lemissa ### Company Manifesto Team AI Canvas Collaboration Financing FAQ Contact Legal Privacy Skilld. Wisdom in motion. · Data & AI Consulting · Founded 2012 · © 2012–2026 --- ## Source: https://skilld.cloud/industries/insurance Real-Time Expertise Intelligence — Live Delivery and Audit | Skilld Clients Solutions Pricing EN | FR See it on your operations Clients Solutions Pricing Passer en français → See it on your operations # Real-time expertise intelligence. Every expertise assignment leaves a trail. The system keeps it live — your experts stay on the work that needs judgment. See it on your operations Trusted by GALTIER Real-time Assignment to invoice, one view Traced Every decision, as it happens Anticipated Delivery risk surfaced early The Situation ## Expertise work is judgment — buried in coordination. An expertise firm runs on assignments: who handles which case, how much time it takes, what it bills. Yet that reality lives across an ERP, a project tool, calendars and inboxes — each in its own silo. Workload and progress are reconstructed in spreadsheets. Billing reconciles against delivery after the fact. The audit trail is assembled when someone asks for it, not as the work happens. Situations autonomated ## What the system handles. 01 ### One operating layer Assignments, people, timelogs and invoices from the ERP, the project tool and calendars converge into a single real-time view. No more reconciling siloed tools to know where a case stands. 02 ### Workload-aware routing The system tracks who is assigned to what, current load, milestones and due dates — so new work lands where there is capacity and the right expertise, not at random. 03 ### Real-time audit & integrity Every assignment change is traced as it happens — author, state, time logged, what was delivered. Integrity checks flag billing that drifts from delivery. The trail is built in, not reconstructed later. 04 ### Delivery-risk signals Contribution latency, slipping milestones and team-communication signals surface cases at risk before a deadline is missed — with alerts to the people who can act. Outcomes ## What it changes. See Every assignment, timelog and invoice in one live view — workload and case progress without the spreadsheet stitching. Anticipate Latency and slipping milestones surface delivery risk early — so cases get attention before a deadline is missed. Account Every decision traced as it happens, billing reconciled to delivery. The audit trail is ready when you need it. Other industries Energy Autonomous power plants. ZE ENERGY. Construction Projects and invoices in one view. Neolys. Consulting Intelligence for consulting, ESN, BPO. ## See Intelligence in action. 30 min. Free. No slides. Your situation. See it on your operations ### Plasma Why Plasma Plasma Cloud plasma.sh Documentation GitHub ### Industries Transport Energy Mining Construction Insurance Consulting ### Case Studies Akiem ZE Energy Grand Musique Management Lemissa ### Company Manifesto Team AI Canvas Collaboration Financing FAQ Contact Legal Privacy Skilld. Wisdom in motion. · Data & AI Consulting · Founded 2012 · © 2012–2026 --- ## Source: https://skilld.cloud/industries/construction Construction & BTP — Projects, Invoices, One View | Skilld Clients Solutions Pricing EN | FR See it on your operations Clients Solutions Pricing Passer en français → See it on your operations # Every project, every invoice in one view. Projects, supplier invoices, timesheets and documents — unified into one real-time operating layer. Invoices captured, checked and routed; every euro tied to the project it belongs to. See it on your operations Trusted by NEOLYS Real-time Every project in one live view Validated Supplier invoices checked and routed Reconciled Every euro tied to its project The Situation ## Project data here, the money there. Construction firms run dozens of projects with the money spread across an ERP, a planning tool, documents and a stack of supplier invoices. Each invoice is keyed in by hand and chased through approvals; project status lives in one place, the budget in another. Answering “where does this project stand, and does the spend add up?” means opening five tools and reconciling by hand. Situations autonomated ## What the system handles. 01 ### One operating layer Projects, the ERP, supplier invoices, timesheets and documents converge into a single real-time view. No more reconciling siloed tools to know where a project stands or what it owes. 02 ### Supplier invoices, validated in flow Incoming supplier invoices are read automatically, checked against catalogue prices, and routed through the right approvals — site manager, accounting, sign-off. No manual entry, no invoice lost in a mailbox. 03 ### Projects & milestones, live Initiatives, milestones, tasks and timesheets are tracked as the work happens. Site managers see status, deadlines and who’s on what — without chasing a weekly update. 04 ### Finances tied to every project Invoices, quotes and orders link back to the project they belong to, and timesheets feed billability. Budget vs actuals per site — one source of truth. Outcomes ## What it changes. See Every project in one live view: status, milestones, timesheets and spend, as the work happens — not at the weekly report. Validate Supplier invoices captured, price-checked and routed to the right approvers automatically — nothing keyed twice, nothing lost. Reconcile Invoices, quotes and orders tied to the project they belong to; budget vs actuals per site, one source of truth. Other industries Transport The breakdown you saw coming. Akiem. Mining Rock sorted in real time, on the edge. Kakoo. Insurance Real-time claims intelligence. Galtier. ## See Intelligence in action. 30 min. Free. No slides. Your situation. See it on your operations ### Plasma Why Plasma Plasma Cloud plasma.sh Documentation GitHub ### Industries Transport Energy Mining Construction Insurance Consulting ### Case Studies Akiem ZE Energy Grand Musique Management Lemissa ### Company Manifesto Team AI Canvas Collaboration Financing FAQ Contact Legal Privacy Skilld. Wisdom in motion. · Data & AI Consulting · Founded 2012 · © 2012–2026 --- ## Source: https://skilld.cloud/industries/consulting Intelligence for Service Companies — Consulting, ESN, BPO | Skilld Clients Solutions Pricing EN | FR See it on your operations Clients Solutions Pricing Passer en français → See it on your operations # Intelligence for service companies. Staffing, delivery and billing — the recurring decisions that define service operations, decided as work happens. We run our own consultancy this way. See it on your operations Trusted by GMM · SYNAPSIO · INVESS · LEMISSA Unified ERP, projects, calendars and chat in one view Real-time Staffing and delivery decided as work happens Dogfooded The platform we run our own firm on Case studies Skilld (us) We run our own consultancy on Plasma. The dogfooding case. Music & Entertainment Fragmented platforms unified into one operating view. Grand Musique Management. Community & Freelancing A freelancing community that owns its own intelligence. Lemissa. The Situation ## Manual coordination doesn't scale. Consulting firms, ESNs and BPO companies run on fragmented systems: an ERP for invoices and timelogs, a project tool for code and deliverables, calendars for availability, and chat where the real work is coordinated. Staffing decisions are slow. Project reporting lags. Billable time is reconciled by hand. The people who know are always in a meeting. We hit the same wall — so we built the platform that fixes it and run our own firm on it. Situations autonomated ## What the system handles. 01 ### Staffing recommendations Open work surfaces the right person. The system scores tasks against skills, current workload and availability drawn from calendars and timelogs — so assignments are proposed in seconds and people aren't quietly overloaded. 02 ### One operating view ERP, project artifacts, calendars and conversations converge into a single real-time view. Reports that took weeks to assemble are simply there. Data flows instead of being stitched together by hand. 03 ### Team-health signals Conversation engagement, sentiment and message volume are compared to each team's own baselines. When a project goes quiet or tense, it surfaces within hours — not in next month's retrospective. 04 ### Billing that keeps up Timelogs are enriched and tied to projects, initiatives and billable flags as they land. Invoicing readiness is continuous, reconciliation shrinks, and billing disputes have an auditable trail. Outcomes ## What it changes. See Staffing, delivery and billing in one live view instead of scattered across silos. The whole firm, current. Staff The right person proposed for open work from skills, workload and availability — assignment in seconds, not days. Anticipate Team-health and billing signals surface early, so problems are caught while they're still cheap to fix. Other industries Energy Autonomous power plants. ZE ENERGY. Transport The breakdown you saw coming. Akiem. Construction Projects and invoices in one view. Neolys. ## See Intelligence in action. 30 min. Free. No slides. Your situation. See it on your operations ### Plasma Why Plasma Plasma Cloud plasma.sh Documentation GitHub ### Industries Transport Energy Mining Construction Insurance Consulting ### Case Studies Akiem ZE Energy Grand Musique Management Lemissa ### Company Manifesto Team AI Canvas Collaboration Financing FAQ Contact Legal Privacy Skilld. Wisdom in motion. · Data & AI Consulting · Founded 2012 · © 2012–2026 --- ## Source: https://skilld.cloud/case-studies/akiem Akiem Case Study — Predictive Locomotive Intelligence | Skilld Clients Solutions Pricing EN | FR See it on your operations Clients Solutions Pricing Passer en français → See it on your operations # Akiem. The breakdown you saw coming. How a pan-European locomotive lessor turned live fleet telemetry into anticipation — every locomotive, in real time, on the CASC platform. See it on your operations Transport — Case Study Real-time Decisions the moment events happen Billions Of events turned into insights Anticipated Failures caught before breakdown The Challenge ## One of Europe's largest fleets. Dozens of disconnected systems. Akiem manages one of Europe's largest locomotive fleets. Coordination meant stitching together onboard telemetry from several sensor providers, the ERP for contracts and billing, fleet master data, and public geographic data — each in its own silo. Maintenance was reactive: a component degraded, someone noticed eventually, a grounding was scheduled — often too late. Unplanned groundings meant contractual penalties and cascading schedule disruptions. Situations autonomated ## What the system handles. 01 ### Live locomotive telemetry Onboard sensors stream position, battery, fuel, engine hours and RPM, pantograph state and wheelset condition from every locomotive in the fleet — continuous and real-time. 02 ### One operating layer Telemetry, fleet master data, contracts and the ERP converge into a single real-time view. No more reconciling siloed tools to know where a locomotive is or what it needs. 03 ### Anticipated maintenance Engine-hour and battery-degradation thresholds, plus wheelset anomaly detection, surface wear before it becomes failure. Maintenance lands in planned windows — not forced by a breakdown. 04 ### Geofencing & cross-border compliance Country crossings, depot and POI proximity, and pantograph compatibility per national network are detected automatically — with bilingual alerts to pan-European teams. The architecture ## How CASC is wired. Edge telemetry, enterprise systems, and public data flow into one platform — through signals, into knowledge, back out as decisions. One operating layer, every flow traced. Outcomes ## What it changes. See Every locomotive in real time — position, battery, fuel, engine hours, pantograph. The whole fleet in one live view. Anticipate Wear surfaced early from engine-hour, battery and wheelset signals. Maintenance scheduled on your terms, not the breakdown's. Never lose track Loss-of-signal flagged across the fleet; border crossings and pantograph compatibility tracked automatically. Other industries Energy Autonomous power plants. ZE ENERGY hybrid operations. Mining Rock sorted in real time, on the edge. Kakoo. Insurance Real-time claims intelligence. Galtier. ## See Intelligence in action. 30 min. Free. No slides. Your situation. See it on your operations ### Plasma Why Plasma Plasma Cloud plasma.sh Documentation GitHub ### Industries Transport Energy Mining Construction Insurance Consulting ### Case Studies Akiem ZE Energy Grand Musique Management Lemissa ### Company Manifesto Team AI Canvas Collaboration Financing FAQ Contact Legal Privacy Skilld. Wisdom in motion. · Data & AI Consulting · Founded 2012 · © 2012–2026 --- ## Source: https://skilld.cloud/case-studies/ze-energy ZE Energy Case Study — Sovereign Energy Intelligence | Skilld Clients Solutions Pricing EN | FR See it on your operations Clients Solutions Pricing Passer en français → See it on your operations # ZE Energy. Hybrid plants that run themselves. How a hybrid solar-and-storage operator turned live plant telemetry, forecasts and market signals into autonomous bidding and dispatch — every asset, in real time, on the ZEN platform. See it on your operations Energy — Case Study Real-time Bidding and dispatch as markets move Multi-market Hybrid assets, many timeframes at once Autonomous Decisions handled under policy, 24/7 The Challenge ## Hybrid plants need 24/7 decisions. ZE Energy operates hybrid solar power plants that combine solar generation, battery storage and grid services across multiple markets. Running them means reconciling grid-operator signals, weather and irradiance forecasts, energy prices, and capacity requirements from market operators — then deciding which assets to commit, to which market, at what price. Done by hand, every commitment and dispatch decision is reactive, manual and slow: the plant can only earn what people have time to optimise, around the clock. Situations autonomated ## What the system handles. 01 ### Plant telemetry, in real time Onboard sensors and the plant control system stream solar production, battery state of charge and health, and grid frequency from every hybrid plant — continuously, so the platform always knows what each asset can actually deliver. 02 ### Market & forecast intelligence Energy prices, weather and irradiance forecasts, grid-operator signals and market capacity requirements converge into one knowledge layer. The system sees the full picture — technical and commercial — before it decides. 03 ### Automated bidding & commitment Which assets to commit, to which market, at what price — optimised continuously across day-ahead, intra-day and balancing timeframes from production forecasts, storage levels and price signals. Awards are accepted or rejected automatically. 04 ### Economical dispatch Once a market award lands, dispatch setpoints flow back to the plant in real time — respecting battery state, ramp limits and grid constraints. Arbitrage, balancing and ancillary services, all executed under policy. The architecture ## How the Ze-Energy platform is wired. Plant edge, energy markets, grid operators, and forecasts flow into one platform — through signals, into knowledge, back out as dispatch decisions. Operated in real time, every flow traced. Outcomes ## What it changes. See Every asset in real time — solar output, battery state of charge, meter flows, market orders and revenue, in one live view. Bid Hybrid assets offered into multiple market timeframes at once, with bids optimised from live asset state, forecasts and grid constraints. Dispatch Awards turned into setpoints automatically — the platform handles a grid event at 2AM the same way it handles one at 2PM. "Thanks to Skilld and Plasma, our hybrid power plants are monitored and operated in real time. It's at the core of our business model." Mathieu Lassagne, CEO, ZE ENERGY Other industries Transport The breakdown you saw coming. Akiem. Mining Rock sorted in real time, on the edge. Kakoo. Insurance Real-time claims intelligence. Galtier. ## See Intelligence in action. 30 min. Free. No slides. Your situation. See it on your operations ### Plasma Why Plasma Plasma Cloud plasma.sh Documentation GitHub ### Industries Transport Energy Mining Construction Insurance Consulting ### Case Studies Akiem ZE Energy Grand Musique Management Lemissa ### Company Manifesto Team AI Canvas Collaboration Financing FAQ Contact Legal Privacy Skilld. Wisdom in motion. · Data & AI Consulting · Founded 2012 · © 2012–2026 --- ## Source: https://skilld.cloud/case-studies/grand-musique-management Grand Musique Management Case Study — Artist Intelligence in Real Time | Skilld Clients Solutions Pricing EN | FR See it on your operations Clients Solutions Pricing Passer en français → See it on your operations # Grand Musique Management. Every artist career, in one live view. How a music-management company unified streaming, audience and revenue data into one real-time system — turning scattered signals into instant, grounded answers on every artist's career. See it on your operations Music & Entertainment — Case Study Real-time Career signals the moment they move Unified Streaming, audience and revenue in one view Auditable Every figure traced to its source The Challenge ## The data on an artist lived in a dozen places. A career generates signals everywhere: streaming and radio metrics from audience-data providers, social momentum, rights and royalty records, advances and payouts in the accounting ledger. Each lived in its own tool, on its own timeline. Answering a simple question — how is this release performing, does the revenue add up — meant opening one system after another and reconciling by hand. Grand Musique Management didn't need another dashboard. It needed one place where every signal on an artist comes together and stays consistent. What the system does ## From scattered signals to one answer. 01 ### Live audience metrics Streaming and radio metrics from audience-data providers flow in continuously — followers, plays and radio spins by market. Each artist's reach is tracked as it moves, not pulled together once a week. 02 ### One artist view Audience metrics, artist profile and financial records converge into a single live view per artist — career stage, momentum and the revenue behind it, side by side. No more reconciling siloed tools to see the full picture. 03 ### Auto-built dashboards When a new artist or project enters the roster, its dashboard and access are provisioned automatically from the same event. Teams start working on day one instead of waiting on a manual set-up. 04 ### Reconciled finances Transactions are labelled and matched to the right project, campaign and account as they arrive, ready for analysis. Period-end reconciliation is faster, and every figure traces back to its source. The architecture ## How it is wired. Audience data, rights and revenue records flow into one system — through signals, into knowledge, back out as live answers. Every source unified, every figure traced. Outcomes ## What it changes. See Every artist in one live view — audience reach, momentum and the revenue behind it. The full picture, no manual reconciling. Act Momentum surfaced as it moves, so decisions follow live signals instead of last week's spreadsheet. Trust the numbers Transactions labelled and matched to the right project and account — every figure traced back to its source. "The Plasma workshops with the AI Canvas methodology gave us a clear, actionable roadmap — a shared picture of where the data could take the business." Olivier Mathieu · CEO, Grand Musique Management Other case studies Community & Freelancing A freelancing community that owns its own intelligence. Lemissa. Transport The breakdown you saw coming. Akiem. Energy Autonomous hybrid power plants. ZE Energy. ## See Intelligence in action. 30 min. Free. No slides. Your situation. See it on your operations ### Plasma Why Plasma Plasma Cloud plasma.sh Documentation GitHub ### Industries Transport Energy Mining Construction Insurance Consulting ### Case Studies Akiem ZE Energy Grand Musique Management Lemissa ### Company Manifesto Team AI Canvas Collaboration Financing FAQ Contact Legal Privacy Skilld. Wisdom in motion. · Data & AI Consulting · Founded 2012 · © 2012–2026 --- ## Source: https://skilld.cloud/case-studies/lemissa Lemissa Case Study — A Sovereign Freelancing Community Platform | Skilld Clients Solutions Pricing EN | FR See it on your operations Clients Solutions Pricing Passer en français → See it on your operations # Lemissa. The community owns the intelligence. How a freelancing community replaced opaque third-party algorithms with a sovereign platform — every match, every policy, every decision owned and auditable by the people it serves. See it on your operations Community & Freelancing — Case Study Sovereign The community owns its data Real-time Task matching the moment it's posted Auditable Every match traceable end to end The Challenge ## The same situations recur. Who decides how they're handled? A task needs a freelancer. A freelancer is overloaded. A payment is late. These situations happen every day on every community platform — and on most platforms an opaque, third-party algorithm decides the response, owns the data, and can change the rules overnight. Lemissa wanted the opposite: a platform where the community defines the policies, owns the data, and can audit every decision. Sovereign by design, not by promise. Situations autonomated ## What the system handles. 01 ### Task posted, match needed A new task arrives. The system matches by skills, availability, and proximity — under community-defined policies. Fair distribution, no monopolization, every match traceable. 02 ### Freelancer nearby and available A proximity signal triggers a match opportunity. The system proposes the assignment, the freelancer accepts. Less travel, stronger local ecosystems, sub-second response. 03 ### Workload spread fairly Active engagements per freelancer are tracked against community policy — so work is shared, not monopolized. When someone is already at capacity, the next match goes elsewhere, under rules the community set. 04 ### Community health in one view Engagements, completions and economic balance flow into one real-time picture. Not a dashboard to watch, but a shared source of truth that feeds every match decision. The community sees what the system sees. The architecture ## How the platform is wired. Task posts, freelancer profiles, proximity signals, and community policies flow into one system — through signals, into knowledge, back out as fair, auditable matches. Outcomes ## What it changes. Own The community defines the policies, holds the data, and runs the platform on sovereign, EU-hosted infrastructure. No vendor changes the rules. Match Task posted, policy applied, match proposed in real time — by skills, availability and proximity, with work shared fairly. Audit Every match, every policy, every decision is traceable end to end — auditable by the community it serves, not a black box. "I recommend Plasma 200%. I have complete peace of mind and total independence for growing my business. It's priceless." Davy Samba · CEO, Lemissa Other case studies Music & Entertainment Scattered tools unified into one autonomous manager. Grand Musique Management. Transport The breakdown you saw coming. Akiem. Energy Autonomous hybrid power plants. ZE Energy. ## See Intelligence in action. 30 min. Free. No slides. Your situation. See it on your operations ### Plasma Why Plasma Plasma Cloud plasma.sh Documentation GitHub ### Industries Transport Energy Mining Construction Insurance Consulting ### Case Studies Akiem ZE Energy Grand Musique Management Lemissa ### Company Manifesto Team AI Canvas Collaboration Financing FAQ Contact Legal Privacy Skilld. Wisdom in motion. · Data & AI Consulting · Founded 2012 · © 2012–2026 --- ## Source: https://skilld.cloud/case-studies/skilld Skilld Case Study — We run on Plasma | Skilld Clients Solutions Pricing EN | FR See it on your operations Clients Solutions Pricing Passer en français → See it on your operations # Skilld. We run the company on Plasma. The hardest reference to argue with is your own. Skilld runs its entire consultancy — projects, communication, data, billing and an AI layer — on Plasma, the open-source platform it ships to clients. On its own infrastructure. See it on your operations Consulting — Case Study One platform The whole operation, no SaaS sprawl Real-time Events turned into decisions as they happen Our own infra Self-hosted, in production for years The Challenge ## Sell a platform you don't run yourself? No. A Data/AI consultancy runs on the same sprawl as everyone else: project tools, a CRM/ERP, chat, mail, a data stack, billing, dashboards, CI. Skilld made a call early — run all of it on Plasma, the platform we build, on infrastructure we own. Not a sandbox: the real business, with real clients, projects, conversations, invoices and the team's daily decisions. If it couldn't run us, we had no business selling it. What runs on Plasma ## Our whole operation — one platform. 01 ### The operating layer Projects & planning, knowledge base, chat, mail, calendar, ERP, code & CI, dashboards — the day-to-day runs as applications on one platform, each an organ on the same backbone instead of a separate SaaS subscription. 02 ### Real-time conversation analytics Conversations scored as they happen — engagement, sentiment, risk, intensity baselines, crisis detection. The Cognition layer we ship for clients, pointed at our own operations. 03 ### Operational intelligence Contribution recommendations the team acts on, timelog enrichment, invoice and quotation extraction, initiative and person knowledge — real-time flows turning raw events into decisions, continuously. 04 ### Our own AI layer — and this site Talk — our Plasma assistant (MCP enabled), is in daily use. Even the website you're reading is a Plasma application. Same platform, top to bottom. The architecture ## How Skilld is wired. Conversations, projects, business events and people flow into one platform — through signals, into knowledge, back out as decisions and recommendations. One operating layer, every flow traced. The proof ## It runs the company that builds it. Run In continuous production — not a demo. Our real operations depend on it every day. Own Self-hosted on infrastructure we control — a SaaS sprawl replaced by one sovereign, open-source platform. Prove Skilld bootstrapped since 2012, self-funded — the platform that builds the company is the one that runs it. Go deeper Why Plasma From data to action — the platform we run on. Consulting Data/AI platforms for consultancies. Client case study Akiem — the breakdown you saw coming. ## See Intelligence in action. 30 min. Free. No slides. Your situation. See it on your operations ### Plasma Why Plasma Plasma Cloud plasma.sh Documentation GitHub ### Industries Transport Energy Mining Construction Insurance Consulting ### Case Studies Akiem ZE Energy Grand Musique Management Lemissa ### Company Manifesto Team AI Canvas Collaboration Financing FAQ Contact Legal Privacy Skilld. Wisdom in motion. · Data & AI Consulting · Founded 2012 · © 2012–2026 ---