3BrainAI

Flagship applied track of the Trusted Data Plane

Bank-readable evidence between project controls.

CRI is a governed evidence workflow for banks, infrastructure owners, insurers and public-sector stakeholders monitoring construction, infrastructure, energy, industrial sites and significant real-estate collateral.

Discuss CRI See the Data Plane

Review-first boundary

Governed evidence, not raw imagery.

CRI turns project context and governed input media into Evidence Packs for human review. It does not replace inspections, advisors or institutional decisions.

Human review Traceable inputs Explicit uncertainty Audit trail

The gap is not image availability. The gap is review-ready evidence.

Banks and institutional owners already have reports, site visits, technical advisors and internal controls. The difficult part is comparable, time-stamped and traceable evidence between formal review points.

Key question

What was known, when, and why?

CRI is designed to support review, audit and later reconstruction of the evidence trail.

Known Status, reason codes and uncertainty.
When Monitoring window, timestamp and pack version.
Why Provenance, review state and audit trail.

The product: Evidence Pack.

A short, readable pack for a risk manager, committee or auditor.

  • OK / WATCH / INVESTIGATE
  • High / Medium / Low confidence
  • reason codes
  • Data Quality Uncertainty
  • provenance, versioning, review state and audit trail
Construction Monitoring Evidence Pack
Status summary Slower visible progress vs baseline. No final negative conclusion. Review recommended.
Reason codes Activity below baseline. Change signal weaker than expected.
Data Quality Uncertainty Visibility reduced; time-series still short. Escalate only if the same state persists.

Who it is for

Banks & project finance

Evidence between formal controls, drawdown reviews and portfolio monitoring.

Infrastructure & public-sector oversight

Comparable evidence for assets, projects and risk locations where accountability matters.

Insurers & assurance teams

Traceable evidence records for review, escalation and later reconstruction.

How it works

Earth Observation is one governed input source. Project context and operational data can also be used. CRI converts inputs into constrained evidence states and review-ready outputs.

Project context + governed input mediaOperational data, reports and Earth Observation as controlled inputs.
Site Understanding LayerStructured site and project context with traceable references.
Evidence EngineReason codes, confidence bands and uncertainty handling.
Evidence PackReview-ready artefact with status, provenance and audit trail.
Human reviewPrioritisation, escalation and accountable sign-off.

Commercial model

The paid unit is a monitored asset, project or portfolio location. The commercial path starts with shadow-mode validation, then moves to paid pilots and recurring portfolio monitoring.