Vincenzo Ceccarelli GrimaldiCluster · Physical AI
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Group Constitution

Three clusters. One constitution.

Each cluster owns its domain and competes for resources on evidence. The CEO layer sits above all three and decides where the next euro and engineer go. Clusters compete for resources on evidence. Revenue, a signed pilot or contracted value moves the allocation; an impressive demo does not.

  1. Energy IntelligenceCreate the highest-value deep-tech company.
  2. Physical AI & RoboticsProve whether physical autonomy can create a defensible second moat.this host
  3. Operations & Commercial AutomationMake money and build distribution.

Rules

  1. There are exactly three strategic clusters. No agent may create a fourth.
  2. Each cluster owns its domain. Domain logic remains isolated: energy logic is Energy, robotics logic is Robotics, operations logic is Operations.
  3. No repository moves between clusters without a documented reason, commercial benefit, technical benefit, migration cost, dependency impact and CEO approval.
  4. Shared primitives are allowed only when genuinely cross-cluster.
  5. Clusters communicate through versioned APIs, events, schemas, contracts and documented interfaces — never through undocumented database coupling.
  6. A proposed project that fails two or more of the seven gate criteria is archived.

Every proposed new project must pass

  1. Customer pain
  2. Buyer
  3. Money
  4. Differentiation
  5. Technical feasibility
  6. Strategic fit
  7. Execution cost

If it fails two or more criteria: archive.

Registers every cluster maintains

On this host: registry, architecture map, dependency graph (per entry), decision log, kill list, roadmap · research backlog, customer evidence, competitive intelligence, weekly KPI report.

What is rewarded

Rewarded

  • revenue
  • customers
  • deployments
  • measurable ROI
  • technical benchmarks
  • proprietary IP
  • research quality
  • reduced engineering complexity

Not rewarded

  • number of commits
  • number of repositories
  • lines of code
  • number of features
  • architectural complexity

When uncertain, prefer

Mandate of this cluster

Transform the robotics-related repositories into one coherent physical-AI platform. A collection of disconnected robotics demos is explicitly forbidden. Mission: PERCEIVE → MODEL → PLAN → ACT → VERIFY → RECOVER → LEARN, while producing measurable industrial ROI.

Do not build robots because robots are exciting. Find a repetitive physical task where:

Final rule

Do not build a robotics empire. Build one economically superior physical workflow first. Prove it. Then generalise.