Controlled docs as nodes
Routers, travelers, and SOPs ingested with provenance—retrieval you can trace to a revision.
Solutions · Manufacturing
Illustrative stock photography · Unsplash
Why it wins
Industrial AI must respect revision-controlled truth. Amnesis delivers attributable recall and explicit uncertainty so maintenance copilots, quality agents, and logistics assistants don’t improvise torque specs or compliance steps.
Routers, travelers, and SOPs ingested with provenance—retrieval you can trace to a revision.
Pin what was valid for a build or audit window; compare against today without erasing yesterday.
Ground answers in SCARs, PPAP excerpts, and internal assessments—conflicts stay visible.
Deploy beside existing MES/PLM adjacency; memory is the defensible layer models share.
Manufacturing excellence is continuous; your AI should inherit the same discipline—governed memory for engineering, operations, and quality.
NPI and tooling Q&A from released drawings, specs, and process FMEAs—with gaps flagged before build.
Line-side copilots for setup, changeover, and Andon responses—always scoped to the active revision.
CAPA and continuous improvement narratives tied to ingested evidence—not anecdotal model prose.
Operations, quality, supply chain, and EHS—scoped workspaces, shared standards on provenance.
Technicians get answers from the latest released work instructions—explicit when a station’s packet isn’t loaded.
Investigation assistants cite internal reports and standards; contradictions between plants stay visible.
Carrier and customs guidance from approved corpora; reduce “sounds right” commitments to partners.
Better RAG: ingest a slice of your controlled library, verify in Avatar chat, and export the story for engineering and audit partners.
Core memory diagram—illustrative.
Structured nodes, not anonymous chunks.
Program, site, or audit pins without rewriting history.
Old revision vs. new ECN? Show both until humans resolve.
Lead evals with Better RAG—fast time-to-proof—then scale governed memory across sites and programs.