Solutions · Manufacturing

One memory plane from line to ledger

Safety bulletins, work instructions, CAPA notes, and supplier change packs move constantly. Amnesis keeps them as governed, versioned memory so assistants on the floor and in HQ answer from your controlled corpus—with checkpoints when BOMs or specs rev.
Manufacturing floor with people and equipment—illustrative.

Illustrative stock photography · Unsplash

Why it wins

When a wrong answer costs shifts—not clicks

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.

Controlled docs as nodes

Routers, travelers, and SOPs ingested with provenance—retrieval you can trace to a revision.

Checkpoints per line or program

Pin what was valid for a build or audit window; compare against today without erasing yesterday.

Supplier & quality intelligence

Ground answers in SCARs, PPAP excerpts, and internal assessments—conflicts stay visible.

Any LLM, your perimeter

Deploy beside existing MES/PLM adjacency; memory is the defensible layer models share.

Build. Run. Improve.

Manufacturing excellence is continuous; your AI should inherit the same discipline—governed memory for engineering, operations, and quality.

Build

NPI and tooling Q&A from released drawings, specs, and process FMEAs—with gaps flagged before build.

Run

Line-side copilots for setup, changeover, and Andon responses—always scoped to the active revision.

Improve

CAPA and continuous improvement narratives tied to ingested evidence—not anecdotal model prose.

Team in an industrial workspace—illustrative.
Stock image via Unsplash.

Across the value chain

Operations, quality, supply chain, and EHS—scoped workspaces, shared standards on provenance.

Warehouse storage—illustrative.
Plant & maintenance

Technicians get answers from the latest released work instructions—explicit when a station’s packet isn’t loaded.

Quality & regulatory

Investigation assistants cite internal reports and standards; contradictions between plants stay visible.

Supply chain & logistics

Carrier and customs guidance from approved corpora; reduce “sounds right” commitments to partners.

Security

Demo recall on your own manuals

Better RAG: ingest a slice of your controlled library, verify in Avatar chat, and export the story for engineering and audit partners.

Industrial production setting—illustrative.
Stock image via Unsplash.

Under the hood

Core memory diagram—illustrative.

Governed recall

Structured nodes, not anonymous chunks.

Checkpoints

Program, site, or audit pins without rewriting history.

Contradiction-aware

Old revision vs. new ECN? Show both until humans resolve.

Diagram: three steps—ingest versioned nodes with provenance, scoped recall with an inspectable record, answers with citations and visible gaps.

Make industrial AI approval-ready

Lead evals with Better RAG—fast time-to-proof—then scale governed memory across sites and programs.