Foundry · Document PipelinesDocuments become structured knowledge.
Not summaries. Not document AI.
What Foundry does:
Staged pipelines: normalize → structure → validate → enrich.
Every stage produces, audits, gates, fixes.
Output is a traced specification — never a summary.
foundry · requirements_processingstage 3/8
S1Normalizemap
S2Groupfanout
S3Enrichmap
S4Validatemap
S5Synthesizereduce
produce → audit → gate → fix247 items
Gated, not generated
No stage advances without meeting explicit criteria. Quality is never assumed.
Structure preserved
Single-pass LLMs compress. Foundry transforms — each stage audited before the next.
Every claim traceable
Every output carries its lineage. Nothing anonymous. Nothing unverifiable.
The problem
You asked for specifications. You got summaries.
Single-pass LLMs compress. They lose edge cases, contradictions, the precision that made the document worth having.
Foundry transforms, stage by stage.
PAGF loop
Every stage meets the bar — or fixes itself.
Produce. Audit. Gate. Fix. No stage advances on unverified output. What reaches the end passed.
Stage primitives
Four types. Any pipeline.
mapOne input → one output.fanoutOne input → N outputs.flatmapN inputs → M outputs.reduceN inputs → one output.