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dataDecisions.ai

Deterministic physics validation for the built world, open waters, and financial markets.

We build infrastructure that applies physical-law constraints to digital telemetry claims — catching impossible data before it reaches decisions. Our core engine is open source; domain implementations are commercial.


Products

Sentient Grid

High-throughput telemetry integrity engine. Ingests sensor data, validates it against deterministic physical models, and outputs confidence-scored JSON via a DaaS API.

Repository Description Licence
sentient-grid-core Domain-agnostic WASM physics engine, ActorState, H3 cells, DaaS schema AGPL-3.0
sentient-grid-built-env Built Environment vertical — thermodynamics, moisture, ventilation Proprietary
sentient-grid-maritime Maritime vertical — vessel physics, AIS validation Proprietary
sentient-grid-financial Financial Markets vertical — latency forensics, manipulation detection Proprietary

Helm

Coming soon

DataLineague

Coming soon


Architecture

            ┌─────────────────────────────────────────────┐
            │         sentient-grid-core  [AGPL]          │
            │   WASM Engine  ·  ActorState  ·  H3 Cells   │
            │         DaaS Output  ·  Ingest API          │
            └──────────┬──────────────┬───────────────────┘
                       │              │
          ┌────────────┴──┐    ┌──────┴──────────┐
          │  Intelligence │    │  Domain Verticals│
          │  Layer (moat) │    │  [Proprietary]   │
          │               │    │                  │
          │ Actor Context │    │ Built Environment│
          │ Cell Intel    │    │ Maritime         │
          │ Expert Network│    │ Financial Markets│
          └───────────────┘    └─────────────────┘

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  1. sentient-grid-core sentient-grid-core Public

    Domain-agnostic telemetry integrity engine — WASM physics validation, DaaS API (AGPL-3.0)

  2. .github .github Public

    Organisation profile, templates, and community health files

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