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CASE / VESICA

Vesica

A traceable AI molecule-screening workflow for biotech, CRO, and research teams.

Role
Research product and engineering
Category
ai

Problem

Biotech, CRO, and research teams need a lightweight, private, traceable screening workflow rather than unexplained model conclusions.

Decisions

Use an orchestrator, Rotifer adapter, and Bio Genes to organize data import, screening tasks, results, reports, and run provenance.

Outcome

The project record defines Vesica as a commercial pilot and explicitly avoids claims about real hit rates or scientific efficacy.

Reflection

Trust in research AI comes from full data, model, and report provenance—and restraint about unknown outcomes.

Public evidence

  • Pilot product specificationVesica project PRD, reviewed 2026-07-17