Disruption-driven, not poll-driven
The engine reacts to operational events as they land — truck delays, no-shows, dock outages, equipment failures, early arrivals, labor shortages. Posted to a single events endpoint, deduped, rate-limited, fed into a shift-state graph.
- ▸Six disruption types in the engine today
- ▸ISO timestamps + warehouse timezone across the boundary
- ▸Idempotency keys + Postgres-backed dedupe
- ▸Telematics / weather / camera feeds — on the roadmap
Constraint-aware option solver
Pure-TypeScript engine. Per-warehouse config, scoring weights, action toggles. Cost model v1 with typed contributors. Cold-chain sanitation and route-cutoffs are blockers, not metrics — the solver never recommends breaching them.
- ▸Sub-second replan budget · single-shift state
- ▸Cost breakdown on every recommendation
- ▸Top runner-up surfaced alongside the winner
- ▸Sensitivity-tested across six realistic scenarios (±20%)
Approve, override, reject — with a paper trail
Recommendations land in the operations board. The dispatcher approves, overrides with a reason, or rejects. Approved actions execute atomically. Every move is logged with the full event context. Read-only is the default starting posture.
- ▸Two-step approve · single-click reject
- ▸Override panel captures the dispatcher's reason
- ▸Notification drafts (AI-assisted) for drivers + dock leads
- ▸External TMS / WMS / driver-app adapters — on the roadmap
Plain-English explanations on every move
Mistral generates the rationale text and notification drafts. The math comes from the engine; the AI translates it into English a supervisor can read in four seconds. Conversational what-if queries are on the roadmap.
- ▸Explanation + notification drafts running today
- ▸Anti-hallucination guardrails + sanitized inputs only
- ▸Rate-limited per facility (10 calls/min)
- ▸Conversational “what-if” queries — on the roadmap
Built to plug in. Adapters land with the first partners.
REST + Supabase realtime. Zod-validated payloads. Idempotency + rate-limit at the edge. Your team can post truck delays, dock outages, no-shows, equipment failures from any system.
Mistral (mistral-small-latest) generates rationale text and notification drafts. Server-only API key, sanitized inputs, anti-hallucination guardrails.
We build these alongside design partners — first targets are whatever you actually use. No pre-announced vendor list. The internal API is stable; the adapter is the work.
ELD, telematics, SMS / branded driver apps. Land alongside the first production rollout, scoped to the partner's stack.