ATC Decision-Support Agent

Generates ranked conflict-resolution and traffic-flow options in simulator/offline settings with full provenance, replay, and safety-case evidence.

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
  • simulate
  • audit
  • plan

Pricing motion

$10,000-$35,000/month

Do not freemium operational ATC. Package simulator/training first.

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
  • strict simulation/offline flag in prompts
  • approval gates on all ATC recommendations
  • session recordings retained for safety case review

Guardrails

  • Simulation/offline decision support first
  • Controller remains authority
  • No real-time clearance issuance
  • Require safety case, explainability, and certification evidence before live use

Browser Run plan

Use Browser Run session recordings and human handoff for every safety-relevant simulator or evidence capture run.

  • inspect simulator web UIs
  • capture replay evidence
  • collect public research and regulatory references
  • render safety-case packets

Realtime datasets

real-time inside simulator sessions; immutable batch replay for safety review

  • sim-traffic
  • trajectory-events
  • conflict-candidates
  • controller-actions
  • replay-events

Agent ask payload

curl -sS https://catalyst-q.strategic-innovations.ai/v1/vertical-agents/atc-decision-support/ask \ -H 'content-type: application/json' \ --data '{ "workflow": "triage", "tier": "free", "run_simulation": true, "prompt": "In a simulator, rank three conflict-resolution options for converging arrivals and explain separation margin, workload, and downstream flow impact." }'

Pricing tiers

  • Research/demo only with synthetic simulator data and explicit non-operational disclaimers.
  • ATC Simulator Pilot: $10,000-$35,000/month
  • ATC Simulation Pro: $100,000-$300,000/year per simulator program
  • Enterprise: $300,000-$1,500,000/year

Next actions.

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