GridPulse

Why it exists

Local operators often know where bottlenecks form before commercial maps do, but lack a lightweight way to publish that signal.

Pilot workflow

• Ingest open roadworks and local observations, score route segments, expose a documented API, and measure prediction accuracy by corridor.
• A local-first, human-readable record of what the system saw and decided.
• An exportable artifact that a pilot partner can review before wider use.

Prototype boundary

Routing decisions affect safety and service access. Data freshness, accessibility, liability, and incident fallback need operational ownership.