Freight & Field Route Optimization Agent

Produces ranked route plans and re-plans under time windows, capacity, driver hours, traffic, weather, and priority-order constraints.

Runtime

  • cloudflare-workers-ai
  • orchestrator-workers
  • primary: Kimi K2.6
  • specialist: Qwen3 30B A3B FP8
  • fast_path: GLM-4.7 Flash
  • evaluator: GPT-OSS 120B
  • fallback: DeepSeek R1 Distill Qwen 32B

Workflows

  • triage
  • plan
  • simulate
  • optimize
  • audit

Pricing motion

$15,000-$35,000 for 4-6 weeks

Keep a small free proof tier, but sell freight as a 4-6 week paid ROI pilot immediately.

Cloudflare controls

  • AI Gateway cache/rate/eval routing
  • Cloudflare Access identity claims on protected actions
  • KV-backed .rain event ledger
  • Durable Object job manager for retained production runs
  • remote MCP over Streamable HTTP
  • Browser Run CDP tools with Live View and human handoff for approved web workflows
  • Cloudflare Pipelines streams for real-time optimization events

Guardrails

  • Human dispatcher approves published routes
  • Expose constraint violations and stale feeds
  • No driver surveillance claims
  • No physical quantum-speedup claims

Browser Run plan

Use Live View when Browser Run touches a customer portal or when dispatcher approval is required before route publication.

  • inspect rendered TMS/dispatch portals
  • capture route evidence screenshots
  • verify public traffic/weather disruptions
  • exercise WebMCP-capable logistics portals

Realtime datasets

15-60 seconds for replan triggers; daily batch for ROI proofs

  • orders
  • vehicle-gps
  • driver-status
  • traffic-weather
  • route-plan-events

Agent ask payload

curl -sS https://catalyst-q.strategic-innovations.ai/v1/vertical-agents/freight-field-routing/ask \ -H 'content-type: application/json' \ --data '{ "workflow": "triage", "tier": "free", "run_simulation": true, "prompt": "Re-plan today's field routes after a priority pickup and storm cell, preserving driver hours and minimizing customer lateness." }'

Pricing tiers

  • Public sandbox with synthetic data, 30 runs/month, no production dispatch, no Browser Run portal automation.
  • 4-6 Week Paid Pilot: $15,000-$35,000 for 4-6 weeks
  • RouteOps Production: $2,500-$7,500/month + usage + verified savings kicker
  • Enterprise: $75,000-$250,000/year plus optional success fee

Next actions.

Direct URLs for product, API, automation, and integration work.