Continuum Logistics Exception Engine
Document-extraction and exception-routing agents replacing brittle rule-based systems.
Continuum replaced a maze of human-maintained rules with evaluated agents that read carrier paperwork, classify exceptions, and emit structured records into the TMS stack - with observability on every path.
Technology stack
Technology stack
- Python
- Claude
- LangGraph
- Pydantic
- Braintrust
Representative technologies from the delivery-not an exhaustive inventory of every dependency or internal tool.
Challenge
Rule drift and vendor format changes routinely broke static parsers; ops needed confidence that regressions would surface before they backed up warehouses.
Approach
Python services with LangGraph orchestration, Claude for extraction, Pydantic-validated outputs, and Braintrust-backed eval in CI tied to golden documents from production.
Outcome
Placeholder programme narrative - verify before publish. Headline metric stated for diligence review only.
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