Grid Optimization Agent

Explores dispatch, load-shift, storage, and contingency scenarios with operator-reviewed recommendations and regulator-friendly replay.

Run in workbench ROI packet Pricing All dashboards

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: Nemotron 3 120B A12B

Workflows

  • plan
  • simulate
  • optimize
  • audit

Pricing motion

$20,000-$60,000/month

Use paid pilots and annual contracts; freemium should be a simulator/demo only.

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

  • Runs beside SCADA/EMS as decision support
  • Operator approval before control actions
  • Expose forecast uncertainty and asset constraints
  • No physical quantum-speedup claims

Browser Run plan

Use Live View for operator review whenever Browser Run touches operational dashboards or exports evidence.

  • inspect approved grid dashboards
  • capture outage/weather map evidence
  • render regulatory audit packets
  • verify market and weather pages

Realtime datasets

sub-minute for telemetry and dispatch advisories; daily replay for reliability and ROI review

  • load-forecast
  • renewable-forecast
  • asset-telemetry
  • market-price
  • dispatch-events

Agent ask payload

curl -sS https://catalyst-q.strategic-innovations.ai/v1/vertical-agents/grid-optimization/ask \ -H 'content-type: application/json' \ --data '{ "workflow": "plan", "tier": "free", "run_simulation": true, "prompt": "Propose a VPP dispatch schedule for tomorrow's peak load with battery SOC, feeder capacity, and renewable forecast uncertainty." }'

Pricing tiers

  • Demo grid cases only; no production SCADA/EMS control actions.
  • GridOps Pilot: $20,000-$60,000/month
  • GridOps Pro: $150,000-$500,000/year per operating program
  • Enterprise: $500,000-$2,000,000/year

Next actions.

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

Agent workbenchhttps://catalyst-q.strategic-innovations.ai/app?agent=grid-optimizationOpen
Agent dashboardhttps://catalyst-q.strategic-innovations.ai/dashboards/grid-optimizationOpen
Agent ROI packethttps://catalyst-q.strategic-innovations.ai/roi/grid-optimizationOpen
Agent pricinghttps://catalyst-q.strategic-innovations.ai/pricing#grid-optimizationOpen
Dashboard indexhttps://catalyst-q.strategic-innovations.ai/dashboardsOpen
Pricinghttps://catalyst-q.strategic-innovations.ai/pricingOpen
ROI proofhttps://catalyst-q.strategic-innovations.ai/roiOpen
Workbenchhttps://catalyst-q.strategic-innovations.ai/appOpen
Site maphttps://catalyst-q.strategic-innovations.ai/sitemapOpen
Playbookshttps://catalyst-q.strategic-innovations.ai/playbooksOpen
Eval centerhttps://catalyst-q.strategic-innovations.ai/evalsOpen
Roadmaphttps://catalyst-q.strategic-innovations.ai/roadmapOpen
API guidehttps://catalyst-q.strategic-innovations.ai/apiOpen
MCPhttps://catalyst-q.strategic-innovations.ai/mcpOpen