Decision support system2026Prototype
PropOps
An AI-assisted property transparency tool that pulls together fragmented registry and legal signals to help buyers reason about risk before they commit.
Why it exists
Important decisions often fail not because information is unavailable, but because it is scattered, inconsistent, and painful to interpret under time pressure.
PropOps is an attempt to make that synthesis legible and actionable for ordinary buyers.
What it does
- Cross-references registry, compliance, and legal signals across multiple sources.
- Surfaces risks, missing information, and inconsistencies that deserve human attention.
- Frames AI as a due-diligence assistant rather than as an oracle.
Why it matters to me
I am interested in systems that reduce ambiguity around consequential decisions, especially when the real challenge is interpretation rather than raw prediction.