01 / Work

Qrarat

Property intelligence platform turning inspection data into decision intelligence.

Theme
PropTech / Data / Decision Intelligence
My contribution
Product direction + AI-assisted prototyping
Year
2025
Company
AYEN
01 — Problem & idea

Inspection creates information.Customers need decisions.

The fix wasn’t a better report. It was three steps that each throw information away on purpose — which is the part that makes it a decision.

  1. 01Inspection Data

    2,400 raw observations, photos and notes per building. True, complete, unusable.

  2. 02Structured Intelligence

    Scored, weighted, grouped against the thing that matters — is this unit acceptable?

  3. 03Decision

    One verdict, one severity, one recommended action. Everything else stays available underneath.

02 — The system

One question, answered at six depths.

Every level answers the same question — is this acceptable? — at a different resolution. Go deeper and the answer gets more specific, never more raw. The evidence stays one layer underneath for whoever wants to argue with it.

01Portfolio
4 portfolios
72weighted quality

Which portfolio is quietly losing value?

03 — Role & learning
Product direction
System thinking
AI-assisted prototyping

Concept to working prototype — the AI report generation was built, not specced.

The report isn’t the product.The decision is.