A re-engagement system that replaced a paid intent vendor. It catches more re-engageable buyers with fewer false alerts, and turns quiet accounts into new pipeline for a fraction of the vendor's cost.

Turns thousands of recorded sales calls into on-brand LinkedIn ad copy, built from the customer's own words and mapped to a living ICP → persona → messaging matrix. Guardrails block any claim the brand can't back up. Marketing uses it to draft and score copy in batches.

Writes a research brief for thousands of accounts, so the whole sales floor walks in prepared. It repairs itself when an upstream source breaks, and covers every new rep at no added cost.

Tens of thousands of dials turned into a model that tells reps which personas to call first. Shipped to sales leadership as a score plus a per-rep coaching playbook.

Data-governance checks that clear false-positive signals before they point a rep at the wrong account. The system also audits itself, and one of those audits caught a real reporting error before it reached leadership.