Agilité · Product strategy & engineeringIndependent thinking. Shared ambition.

BUILD.STRATEGY.DILIGENCE.AI-NATIVE.

AI-native product strategy and engineering for private equity and the companies they back.

Pittsburgh roots. Portfolio-wide perspective.Explore our work

Client revenue: $500M+
Products shipped: 100+
BOT engineering scale: Hundreds
PE diligence transactions: 12+

01 / The work

Three disciplines.
An AI-native way of working.

BUILD.

Built and transferred a multi-hundred-person offshore engineering org for a data-and-analytics platform in a regulated market.

STRATEGY.

Pragmatic product strategy across healthcare, supply chain, energy, and services businesses.

DILIGENCE.

Tech and product diligence across 12+ transactions — reading the asset the way an operator would.

AI-NATIVE.

Governed workflows, controlled tools, and evidence of every action. AI is how we work.

The Andy Warhol Bridge spanning the Allegheny River in Pittsburgh — Andy Warhol Bridge · PittsburghPhoto credit

02 / One case we can name.

AI-native / Sports recruiting

A first-time founder.
A real first product.

OneCommit is a college recruiting copilot built by an 18-year-old founder using our AI-native framework. From concept to production MVP with 113 athletes on the waitlist. Zero ad spend.

Explore OneCommit Hugh Kopittke, Founder

The Duquesne Incline overlooking Pittsburgh and its city lights at night — Duquesne Incline · PittsburghPhoto credit

Let's build what comes next.

Small teams.
Big outcomes.
Compounding advantage.

Book a 15-minute call