How does this slot into Cognite Atlas AI?
Hullproof emits a CoatingPassport JSON for every inspection. The /api/passports/{id}/cdf endpoint returns CDF Asset + Events JSON your team posts directly to your Cognite instance. No custom transformations, no per-asset bespoke ingest. Atlas AI agents consume the same Asset hierarchy you already use.
How does this complement NV-Tesseract anomaly detection?
NV-Tesseract handles time-series anomaly detection (wells, heat exchangers, gauges). Hullproof handles footage-based structured condition data (jackets, subsea, pipelines, FPSO hulls). Same Cognite Atlas AI consumption layer, different signal channels. See /resources/nv-tesseract-coating-passport-complement for the integration pattern.
Can Atlas AI agents query a passport in natural language?
Yes — POST /api/passports/{id}/qa runs Visual Question Answering against the passport with Claude Haiku 4.5. Returns a structured answer with confidence + citations to specific finding_ids + source_frames. grounded_in_passport flag enforces no-hallucination. Live now.
What about Eureka and the VLA / autonomous-robotics roadmap?
Hullproof has a VLAProvider interface (src/lib/vlm/provider.ts) co-developed at platform-tier with operator engineering + robotics teams. The pattern: Hullproof finding → VLA orchestration → Spot / ANYmal / ROV / AUV action. See /platform/vqa-vla and /platform/robotics for the architecture.
What assets does Hullproof cover?
Offshore platform jackets (NORSOK N-005, DNV-RP-C203, PSA Norway §47), subsea structures (NORSOK U-009, DNV-RP-B401, API 17A), pipelines (DNV-ST-F101, API 1160), wind monopiles, plus maritime hulls / ballast tanks / cargo holds for FPSO and shuttle-tanker fleets. Adding an asset class is a directory in our codebase — every new vertical lands on the same canonical passport.
How is audit / EU AI Act handled?
Every finding carries explicit confidence, supporting frame count, image quality score, AI model version, and source frame references. Every passport tags its EU AI Act class (high-risk-AI-system by default for compliance use). Review workflows are tracked in append-only history. The structure IS the audit trail.
Footage source?
Hullproof is footage-agnostic. ROV, work-class ROV, drone, satellite, fixed monitoring, handheld — anything a VLM can read condition from. No hardware lock-in, no vendor coupling. Use your existing IMR contractors.
What does enterprise pricing look like?
Two tiers fit operators: Enterprise API ($80K-300K/year, fleet-wide JSON access + custom integrations) and Platform ($500K-2M/year, OSDU/CDF connectors, VLA pipeline, multi-vertical). Pricing scales with assets covered, not API calls.
Can we do a contained pilot first?
Yes. Single asset, single inspection cycle, real footage from your team, full passport + Cognite CDF integration. From contract to live ingest is short. After that, scale to fleet.