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Technology & Safety

Transparent architecture. Explicit limits.

CRS is developing a human-reviewed inspection-intelligence workflow. Advanced AI, knowledge, data, and reporting components are described according to their current stage—not as production capabilities.

Architecture direction

A staged foundation for traceable evidence.

Backend integration is intentionally outside this public-website change. No Supabase schema, credentials, authentication, or data connection has been added.

LAYER 01

Frontend inspection workflow

Working Prototype

React and TanStack product surface for projects, inspections, evidence review, and curated demonstrations.

LAYER 02

Managed Supabase development foundation

In Development

Provisioned in Canada Central. Application schema and integration remain in development.

LAYER 03

Analysis service direction

In Development

A future service boundary for experimental visual-analysis workloads.

LAYER 04

Knowledge and reporting direction

In Development

Approved-source retrieval and AI-assisted structured drafts with professional review.

Professional human review remains the control point.
Experimental computer vision

Decision support, not automated conclusions.

Experimental visual analysis explores crack-like regions within images. It is not a calibrated measurement system and does not determine cause or structural safety.

Experimental AI provides decision support, not decisions.

Experimental AI POC

Every AI-suggested finding requires human review before it is used.

Working Prototype

CRS does not determine definitive crack cause from a single image.

Not Included

CRS does not provide structural safety conclusions.

Not Included

Pixel measurements are not calibrated physical measurements.

Future Roadmap

Curated demonstration outputs are visibly separated from experimental results.

Curated Demo Output

Knowledge answers surface their approved sources, and refuse when evidence is missing.

In Development

Draft reports require a qualified reviewer to edit and approve before export.

AI-Assisted Draft
Data and privacy direction

Purposeful handling, developed carefully.

  • The public website does not connect to Supabase or a backend.
  • All current demonstration data is sample, fictional, or curated.
  • No third-party analytics or advertising trackers are intentionally added in this change.
  • Secrets, credentials, and internal infrastructure identifiers are never displayed.
  • Future product privacy and access controls remain subject to technical and legal review.
Known limitations

Boundaries shown at the point of use.

  • No definitive crack-cause conclusion from a single image.
  • No structural-safety conclusion.
  • No calibrated physical measurement from ordinary images.
  • No certified engineering report.
  • No production claim for AI, knowledge retrieval, identity, audit, or automated reporting.
Technical transparency

Review the model scope and roadmap.

Model Card Roadmap