Hackathon winner

QueueScore

Which power projects will actually get built, and why.

QueueScore: a map of Texas power projects beside one project’s completion chance, stage, and stitched permit

The problem

Most queued projects never get built.

And there is no single place to see which ones will.

3,700+

live filings in Texas

One project. Two names.

The same project is filed under a different company in each agency’s system.

ERCOT interconnection queue

Charger Solar

AP Solar 4, LLC

Refugio County · 397 MW · 2020

?

TCEQ air permits

CHARGER SOLAR PROJECT

Bechtel Infrastructure And Power Corporation

Refugio County · 2025

A real pair from Texas public filings.

How it solves it

Stitch. Score. Brief.

Stitched

Charger Solar is one project.

AP Solar 4, LLC at ERCOT Bechtel Infrastructure And Power Corporation at TCEQ

“Charger Solar project name match, same Refugio County, consistent solar generation type, and developer transition (AP Solar to Bechtel) plausible for financing/construction phase.”

The reason QueueScore recorded for linking the pair above.

Stitch the paper trails.

ERCOT’s queue and TCEQ’s permits, joined on one map.

QueueScore map of Texas with a pin for each power project and a table of filings for the selected pin

Score every project.

A completion chance, with the drivers behind it.

QueueScore project story showing a 90% completion chance, the factors behind the score, and the project’s stage

Draft the brief.

One click writes the brief for the call.

QueueScore answering a question about a project using only what its filing shows
  • XGBoost model
  • ~15 years of national queue outcomes
  • SHAP explanations
  • Claude adjudicates the hard matches
  • 60 projects stitched across both sources

Candid Intelligence Hackathon

Winner.

Track 1, “Project Radar” · August 2026

Built in a day by a team of three.

See what gets built.