Flight Ops Route Optimization Agent

Ranks flight route, altitude, and disruption-response options across fuel burn, winds, fees, schedule knock-on effects, and operational risk.

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

  • plan
  • simulate
  • audit
  • optimize

Pricing motion

$15,000-$40,000/month

Do not lead with freemium for airlines; lead with a controlled paid ops-analysis pilot.

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

  • Decision support only
  • Never replace certified dispatch or ATC clearance
  • Require data freshness and NOTAM/weather provenance
  • No safety-critical autonomous actions

Browser Run plan

Use Browser Run session recordings and Live View for dispatcher review before any recommendation is exported.

  • inspect authorized ops dashboards
  • capture NOTAM/weather briefing evidence
  • verify public disruption pages
  • render route comparison reports

Realtime datasets

sub-minute for disruption events; replayable batch history for post-ops review

  • flight-schedule
  • wind-weather
  • airport-delay
  • route-candidates
  • ops-decisions

Agent ask payload

curl -sS https://catalyst-q.strategic-innovations.ai/v1/vertical-agents/flight-ops-routing/ask \ -H 'content-type: application/json' \ --data '{ "workflow": "plan", "tier": "free", "run_simulation": true, "prompt": "Compare reroute options for tomorrow's westbound flights under stronger headwinds and quantify fuel, time, and schedule risk." }'

Pricing tiers

  • Public demo with non-operational sample scenarios and strict safety wording.
  • Flight Ops Analysis Pilot: $15,000-$40,000/month
  • FlightOps Pro: $75,000-$250,000/year per ops center
  • Enterprise: $250,000-$1,000,000/year

Next actions.

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