Logistics & Distribution

Operational AI for Supply Chains

Optimize routes, predict failures and keep customers informed with accurate ETAs.

UPS
FedEx
DHL
AWS
Snowflake
🗺️
8–15%
Cost per drop reduction
📦
+10pts
On-time performance
🔧
20–30%
Unplanned downtime down

Key Challenges

Network uncertainty and service levels

Disruptions and capacity swings make reliability and cost control hard.

Dynamic networks

Weather, port delays, staffing and cut-offs shift daily.

Capacity & cost

Fuel, OT, surcharges and consolidation trade-offs.

ETA accuracy

Stop-level predictions and proactive comms.

Siloed telematics

GPS/ELD, WMS, TMS and order data unjoined.

AI Solutions That Work

Plan, execute, and recover—faster

Production routing, visibility, and exception management.

🗺️

Route Optimization

Multi-stop planning with operational constraints.

  • Time windows & SLAs
  • Dynamic re-routing
  • Cost/service balancing
  • Geofencing
🛠️

Predictive Maintenance

Failure risk and downtime prediction for fleets & assets.

  • Sensor & work-order fusion
  • Risk ranking & alerts
  • Parts/crew planning
  • MTBF tracking
🛰️

Control Tower Assistant

Natural-language lookups and guided actions.

  • Order/stop queries
  • Exception playbooks
  • Ticket & webhook output
  • Carrier comms

Deployment & Governance

Reference Architecture

Secure, auditable and cost-aware. BYO cloud/models or managed.

1

Connect

WMS, TMS, ELD/telematics, orders

2

Prepare

PII redaction, schema mapping, QC

3

Orchestrate

Pipelines, agents, HITL approvals

4

Deliver

Dashboards, copilots, alerts

5

Govern

RBAC, audit trails, evaluation