Off-the-shelf AI products solve generic problems. PE portfolio companies have specific ones — especially in finance and the operating workflows around it. We build the AI that does that work.
We build the AI that takes real work off your finance and operations team. Every system is engineered around your data, your workflows, and your people — so the value compounds with use instead of disappearing on the next platform pivot.
Our engineers embed inside the portfolio company, write the code, and stay until the system is running in production. Not consultants with slide decks — engineers in the seat.
Autonomous agents that own real finance work — AP coding, account reconciliations, journal entries, variance commentary, treasury operations — at portfolio-company scale.
Bespoke agents and tooling for the non-finance side of the business — pricing, scheduling, customer expediting, deal pipeline triage — when off-the-shelf platforms can’t fit the way the business actually runs.
The unglamorous work that makes everything else possible — pulling data out of ERPs, CRMs, and operational systems and getting it into the shape an agent can actually use. The reason most POCs never reach production.
Natural-language interfaces over your ERP, CRM, and data warehouse — so leadership can ask questions without waiting on a report.
Customer contracts, leases, vendor agreements, and CIMs parsed into structured data your team can actually query.
AI agents that score and route inbound leads, surface pipeline risk, and follow up on stalled opportunities in real time.
We don’t ship agents into production without an eval harness, output guardrails, and monitoring that catches drift. The discipline that turns a working demo into a working system.
A scoped diagnostic that identifies the highest-EBITDA-impact use cases, a build sequence to execute on them, and the integration plan that gets them into production.
Our engineers embed alongside your team, map the workflows, walk the data, and identify the use cases with the largest EBITDA impact and the cleanest path to production.
We don’t ship POCs. Our engineers write the code, integrate it into your systems, and put it through real workflows with real users — iterating until the system is doing the work it was built for.
We stay until the system is running in production with evals, monitoring, and guardrails in place. Then we transition to your team with full source, documentation, and training. The IP stays with the business.
Tell us where AI can transform your operations and we’ll scope a solution engineered for your environment.
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