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Local prototypeResearch softwareOwned venture

Veyr

Every finding leads back to its evidence.

Product film, made in our local AI video studio. Interface shown with demonstration data; research software, not medical advice.
Veyr: Actual Veyr interface from a local build, shown with demonstration data.
Actual Veyr interface from a local build, shown with demonstration data.

What it does

Veyr turns a research question into a traceable evidence report. Every claim links to a stored source passage, two assessors read independently and a human reviewer has the final word. It runs as a local prototype.

Who it helps
Research teams
What LOOP71 built
Research workflow, interface, software engineering
Stage
Local prototype
Veyr: Actual Veyr interface from a local build, shown with demonstration data.
Detail from the same product.
Veyr: Actual Veyr interface from a local build, shown with demonstration data.
On a phone.

Inside the engine

A research question becomes a cited evidence report: two independent assessors, a search for counter-evidence and a human with the final word.

  • 83klines of code
  • 1,428automated tests
  • 11research data connectors
  • 21database tables
  • 9checkpointed pipeline stages

Python · FastAPI · PostgreSQL · Redis · Celery · local open-weight models

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