THE AI TRANSFORMATION PRACTICE
Operators who design and build the transformation.
For PE-backed services rollups at $25 to $150M revenue. We design the AI transformation, build the agents and tools, and stay embedded long enough to make it stick.
THE AI TRANSFORMATION PRACTICE
For PE-backed services rollups at $25 to $150M revenue. We design the AI transformation, build the agents and tools, and stay embedded long enough to make it stick.
How we work with you.
Your team has licenses. Most of them open it once a week at best. Training makes AI reflexive by quarter's end, with real workflows, not demo prompts.
You work weekends on reports a system should be handling. Agents run on a schedule, without asking. One in production by week four.
Every month you burn hours on the same manual process. Name it and we build it. One tool in production by week four.
Ships slides. Six-month diagnostic. No working systems delivered, no builders in the room.
Builds the agent and walks away after the sprint. No operator-CFO judgment in the room.
Datarails, Mosaic, Copilot. Require an internal AI team you do not have.
What a Practice puts in the room
Partner operators who’ve actually run the functions. Range stretches from single-digit-million companies to multi-billion-dollar enterprises and PE-backed firms. Builders shipping agents on the same source data. Embedded executors sitting inside your team for two quarters minimum.
Proof
A $76M specialty finance book runs on the same blueprints the Practice deploys for clients. 30% lower cost. 100% revenue growth. 80% AI-driven daily work. Read the full breakdown.
GAIN is the deal-zero case study where Saul, the Practice principal, refined the playbook under live P&L pressure.
30%
Operating cost reduction
100%
Revenue growth
80%
Daily work AI-driven
$76M
Active collections book
PROOF FROM THE GAIN BOOK. The same playbook ports into PE-backed services rollups at $25–150M.
30 minutes. We scope the pain, run the pillar-mix diagnostic live, and show you the first move.