Blog

July 30, 2026

The denials nobody works

Most denied claims are never reworked, not because they'd lose on appeal, but because the rework costs more than the claim. A provider put an agent team on the write-off pile.

July 26, 2026

How we measure agents on enterprise work

Two simulated companies, a robotics manufacturer across seven business apps and a staffing agency with a binding handbook, plus the measurement rules that keep the numbers honest.

July 17, 2026

How a staffing firm screens every applicant, minutes after they apply

A staffing firm plugged its hiring inbox into an evaluated agent pipeline: every résumé scored against the job, every ranking explainable, every send human-approved.

June 9, 2026

The $40 decision, a hundred thousand times a year

Detention and accessorial charges get approved unchecked because disputing one costs more than the charge. A brokerage put an agent team on the timestamps.

May 12, 2026

The deals too small to underwrite

When underwriting costs more than a small loan earns, the lender stops competing for it. A specialty lender automated spreading and opened a segment it had written off on economics.

April 14, 2026

How a CRE investor underwrites every deal in its market

A value-add commercial real estate firm replaced spreadsheet-and-inbox deal flow with a coordinated agent team for sourcing, underwriting, pro formas, and outreach, with every assumption labeled.