Exception Prediction
Identify potential delivery issues before they become customer problems. Proactive alerts for at-risk shipments.
Logistics
Exception handling that learns from your best dispatchers
Expert reasoning for shipment exceptions, carrier selection, and delivery optimization. Predict problems before they happen. Resolve them faster when they do.
2026 design partner focus: insurance claims. Logistics Exceptions uses the same decision-infrastructure approach and is available for secondary pilots after our claims wedge. Headline metrics are pilot design targets — verify in your environment. Start with Claims
Join the waitlist — we'll notify you when Logistics Exceptions pilots open.
70%
Faster resolution
45%
Cost reduction
90%
Prediction accuracy
Pilot design targets — derived from workflow benchmarking and expert-reviewed decision datasets. Verify outcomes in a structured 90-day pilot on your data.
Pilot design targets — derived from benchmarking against historical claims workflows and expert-reviewed decision datasets. 90-day pilot framework and benchmarking methodology.
The challenge
Why legacy automation fails in regulated workflows.
70%
of exception handling is still reactive, not predictive
4-6
hours average time to resolve a shipping exception
23%
of customer complaints stem from delivery issues
5 yrs
of dispatcher expertise lost with each retirement
Capabilities
Purpose-built reasoning for your domain experts.
Identify potential delivery issues before they become customer problems. Proactive alerts for at-risk shipments.
Learn which carriers perform best for which lanes, cargo types, and conditions. Make smarter carrier selections.
When exceptions occur, get instant alternative routing options ranked by cost, time, and reliability.
Automatically trigger proactive customer notifications with accurate ETAs and resolution options.
Balance expedited shipping costs against customer impact. Know when to accelerate and when to hold.
Factor weather, traffic, port congestion, and other external events into delivery predictions.
Workflow
From intake to expert handoff in five steps.
01
IntelliHuman continuously monitors shipment status, carrier updates, and external factors across your network.
02
Identifies potential exceptions before they impact customers—delays, damage risks, capacity issues.
03
Evaluates customer impact, SLA risk, and downstream effects to prioritize response.
04
Generates ranked resolution options with cost/time tradeoffs based on what has worked before.
05
Tracks resolution outcomes and learns from dispatcher decisions to improve future recommendations.
IntelliHuman adds exception reasoning and carrier intelligence on top of your TMS — not a replacement for Oracle, Manhattan, or your WMS.
IntelliHuman Logistics
TMS/WMS only
Oracle, Manhattan
Generic LLM
ChatGPT, Claude
Rules-only automation
Basic scripts
Manual ops
Dispatcher teams
Exception prediction with cited rationale
Carrier performance intelligence
Dynamic rerouting recommendations
Exportable audit trail per decision
Weather and event-aware reasoning
Your TMS remains the system of record. IntelliHuman integrates as a decision layer for exception handling workflows.
Integrations
Connect to your existing enterprise stack.
Works with your existing CMS — Guidewire, Duck Creek, and your core systems. An overlay, not a replacement.
FAQ
Start a pilot to verify pilot design targets — including faster resolution and reduced escalation rates.