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Climate · Index Gold

US Cooling-Demand Grid Stress Index

High grid stress during heatwaves in UHI zones predicts localized transformer failures and disproportionate maintenance costs.

Refresh
Monthly
History
single vintage
Plan
Gold
Stable

📈 Live history is activating for this object — the automated backfill is in progress.

⌁ mcp.call("adw-395") v1.0
Forward outlook

Prediction

Horizon
Recommended use
High grid stress during heatwaves in UHI zones predicts localized transformer failures and disproportionate maintenance costs.
Methodology

How it's built

Built from our 2,700+ data feeds and validated against a naive baseline before release.

Smart-Grid-Load-Data + Satellite-LST-Ano

Version 1.0 · validated to beat a naive baseline · benchmark: —

Live response

The object an agent receives

One call returns the answer with its reasoning attached — the live Intelligence Object for ADW-395.

GET /v1/intelligence/adw-395
{}
IOM schema

The agent-callable contract

Every product conforms to the Intelligence Object Model — typed, versioned, and discoverable.

  • product_id
  • entity
  • score
  • trend
  • confidence
  • top_drivers
  • prediction_horizon
  • recommended_use
  • methodology_version
  • freshness
  • coverage
  • source_lineage
  • allowed_use
MCP tool: adw.adw_395
Access options

Consume it your way

  • Dashboard

    Read the score + drivers in the console.

  • REST API

    /v1/intelligence/adw-395

  • MCP tool

    adw.adw_395

  • Marketplace

    Discoverable by any MCP agent via the MCP registry.

  • White-label

    Embed under your own brand (Platinum).

Plan requirement

Depth scales with the plan

  • Free Sample object — current score only
  • Gold Full drivers + history + confidence
  • Platinum White-label + bulk + SLA
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Call ADW-395 in one request.