AI Systems for Logistics & Freight
Production AI systems for freight forwarders, 3PLs and logistics businesses. Automate RFQ intake, rate lookup, quote generation and TMS integration with human approval.
This is a priority market where we are building deep workflow expertise. NorthFlow also works across other industries when there is a commercially meaningful workflow or system opportunity.
Who this is for
Workflows worth rebuilding
Freight RFQ to Quote
From shipment request to quoted price with rate lookup, carrier coordination and TMS integration.
Shipment Exception Handling
Detect, classify and route shipment exceptions with AI-powered document analysis and escalation.
Document Extraction
Extract BOL, commercial invoices and packing lists with AI-powered document processing and validation.
Customer Reporting
Generate automated shipment status reports, transit time analytics and KPI dashboards for customers.
A real workflow
RFQ intake → rate lookup → quote generation → carrier selection → customer response → TMS entry → shipment tracking → exception handling → invoicing.
Current systems → The missing layer
Your TMS, carrier portals, rate sheets and email systems remain in place. NorthFlow adds a workflow layer that connects these systems, automates manual coordination, and provides human approval for commercial decisions.
AI Operations Agent
This is an interactive demonstration using synthetic business data, not a completed client deployment.
- What this demonstrates
- An AI operations system that ingests updates, identifies blockers, proposes tasks and requires human approval before execution.
- Which part of the workflow it maps to
- The operational coordination, task routing and approval workflow patterns applicable to freight operations and shipment exception handling.
- What would change in production
- The demo uses synthetic project data. In production, the AI would connect to your TMS, carrier APIs and operational systems with proper authentication and rate limits.
What NorthFlow would build
AI-powered RFQ intake and document extraction, rate lookup orchestration across carrier APIs and rate sheets, quote generation with margin rules, approval workflows, TMS integration, shipment tracking automation, and exception handling with escalation.
Production controls
AI can read RFQs and look up rates but cannot send quotes or write to TMS without approval. All quotes are reviewed by the operations team before customer response. Carrier selection and commercial decisions remain with the team. Every action is logged for audit. Unusual requirements or pricing exceptions escalate to a person.
Integrations
TMS / ERP systems, carrier APIs, email and portal integration, accounting systems, SMS / WhatsApp for notifications, and data warehouses for reporting.
Evaluate before building
Custom engineering creates value when the workflow is important, repeatable, and has a clear return on investment. Consider alternatives when:
- RFQ volume is too low to justify automation
- Carrier rate APIs are not available or reliable
- Rate sheets change too frequently for structured lookup
- Commercial decision logic is too context-dependent
- Existing TMS already handles the workflow adequately
If off-the-shelf software, spreadsheets, or existing tools can handle the workflow adequately, start there. Build custom software when the gap between what exists and what you need is material and measurable.