Evidence chain behind every claim
One core. N pipelines. M applications.
3IT.dev is a regulated-industry AI platform built on one question: can you prove it? Every pipeline, every application, and every AI-generated claim is backed by a cryptographic evidence chain from raw data to regulatory filing. The platform has three layers — a Core substrate (3IT RAD, Blue, ProvenLake — all proprietary 3it.dev products) that is industry-agnostic; Industry Pipelines that normalize domain data on top; and vertical Applications that inherit defensibility by default.
UnitMesh — built by the 3IT team on ProvenLake — demonstrates the substrate at FDA regulatory scale: 50K simulation decisions, 0 adverse events, targeting De Novo clearance (DEN230156) by 2029.
How we build
Evidence chain behind every claim
Every claim is backed by a cryptographic chain of custody — raw data to regulatory filing, not assertions.
Substrate pattern
One industry-agnostic core (RAD, Blue, ProvenLake — all proprietary 3it.dev products) under N vertical pipelines and M applications. Each layer inherits defensibility from the one below.
AI-human collaboration
Spec-driven, TDD-first development with structured reviews and severity tiers. AI execution depth, human strategic oversight.
Regulatory-first design
Built for AI output that survives review — clinical, scientific, compliance, or audit. The bar is not works in dev, it is passes the auditor.
Working in a regulated industry?
Get in touch — we build the evidence chain.