Product

The product.

One loop, run by agents: observe, answer, show the reasoning, keep testing.

A standing view

Agents re-read capacity, operators, demand and catchments on a schedule. The picture is current when you open it.

Ask in plain words

The agent picks the tools, assembles the case and resolves the site to build, upgrade or walk away. The reasoning is the output.

Site 402 · E6 corridor · Portfolio review

Upgrade

The case holds. The capacity does not.

Two operators added capacity nearby and the weekday peak moved 90 minutes later. Utilisation is flat; the shortfall sits in hours this site cannot cover.

  • Competing capacity · 90 d · market.observe

    +12 units within 4 km

  • Peak movement · 6 mo · peak.profile

    Peak +90 min later

  • Catchment mix · 12 mo · catchment.compare

    Through-traffic up

Illustrative example.

Cases are re-tested

An approved case is re-run as the market moves. When one stops holding, the agent says so, with the evidence that changed it.

Who it is for

Network development
Ranking and defending the next sites, with the reasoning attached.
Investment committees
Evidence that survives challenge in the room.
Strategy and market intelligence
Knowing the market moved before the quarterly review does.

Physical infrastructure

The method applies wherever capacity is fixed and demand moves. The same tools are open to your agents over MCP.

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