Replaced paper-based incident workflows at a Johannesburg-listed miner with an LLM-powered agent that classifies, routes, and escalates safety events in real time.
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Classification latency
< 2s
vs. 4-hour manual triage
Report accuracy
0%
validated by safety officers
Compliance coverage
0%
MHSA §11 events captured
How we built it
Incident triage agent
Reads unstructured field notes, assigns severity level, and pages the correct duty officer automatically.
Regulatory mapping
LLM layer maps every event to MHSA section codes, generating a draft submission in seconds.
Offline-first edge client
React Native app syncs when connectivity returns — no lost data from underground dead zones.
Audit trail
Every agent decision is logged with the source text, model version, and confidence score for dispute resolution.
Specs
StackNext.js · FastAPI · PostgreSQL · Claude 3.5 Sonnet