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v0.1.0 · 04 / 04 PIPELINES ONLINE
Layer 1 — Core

One core. N pipelines. M applications.

3IT is structured in three layers. The core is industry-agnostic — it never references a specific domain. Industry pipelines sit above it. Vertical applications sit above those.

Layer 1 — Core (industry-agnostic)
3IT RAD
AI-human collaboration methodology
Blue
Pipeline framework (Python)
ProvenLake
Trust substrate — .lake DSL + cryptographic attestation
Healthcare
151K plants · 768K compounds · 2.5M bioactivities
Security
Scan execution · command/digest/runner attestation chain
Business / EdTech
BMC methodology · K-12 CTE · accelerator data
Applications
Phyto UnitMesh (in dev)
Applications
Applications

Agriculture pipeline (GreenField) is scaffolded — not shown above.

Layer 1 — Core components

Core code never references a specific industry. If a feature touches "compound" or "pest" or "scan," it belongs in a pipeline, not the core.

3IT RAD

AI-human collaboration

Spec-driven methodology with structured reviews, severity tiers, and ship/hold verdicts. 500× development speed — 5-8 days to under 15 minutes.

+ QuickCRUD — 98.1% code reduction
+ DataTableBuilder — 87.8% UI elimination
+ FormGenerator — 87.1% form acceleration
+ DashboardBuilder — 88.7% dashboard reduction
Blue

Pipeline framework

Industry-agnostic data platform framework — not a running service. Pipelines and instances depend on it via uv; they add domain logic, Blue adds the plumbing.

+ Litestar · msgspec · DuckDB · Polars
+ Bronze→Silver→Gold ETL · quality gates · lineage
+ Feeds ProvenLake attestation chain
Proprietary · commercial license · BlueLake · BlueAgri are production instances
ProvenLake

Trust substrate

Cryptographic chain of custody from raw data to regulatory filing. The same evidence chain satisfies FDA, TCFD/ISSB, NIST, and GxP.

+ .lake DSL compiler + semantic analyzer
+ Bronze → Silver → Gold medallion lakehouse
+ Cryptographic pipeline attestation
ProvenLake detail →