Source
Keep the original material and its location.
Manufacturing
Turn decades of shop-floor knowledge into living operating memory.
Preserve maintenance logs, MES comments, manuals, and veteran interviews as one versioned memory of machines, incidents, and decisions.
The machine keeps one identity, even when people call it by three names.
A reviewer confirms whether “No. 3 Booth,” “P-103,” and “Paint-3” name the same asset before the aliases are merged.
Source material
- Scanned maintenance logs
- MES comments
- Manuals and procedures
- Veteran interviews
Ontology relationships
- Machine ↔ alias
- Incident ↔ cause
- Procedure ↔ revision
- Decision ↔ operator
From field evidence to agent action.
Ontology
Name entities and relationships in the field's own language.
Memory
Consolidate, recall, revise, and preserve provenance.
Action
Let agents work with an inspectable trail.
Workflows grounded in domain memory.
Identity resolution with a human in the loop
Merge aliases only after a reviewer confirms they name the same asset.
What remains verifiable
The confirmation and source mentions remain in the history.
Incident memory
Trace a recurring fault through notes, maintenance actions, and later outcomes.
What remains verifiable
Open the original log behind each causal link.
Current procedure without erasing the old one
Mark superseded intervals and preserve why the change was made.
What remains verifiable
Agents act on the current rule while history stays available.
