We build custom AI automation systems that eliminate your most expensive bottlenecks — so your team does more without burning out or headcount growing.
See What We'd Build for You →Jack Berkery spent 20 years inside the companies that set the operational standard. He built Adapted Machine because smaller companies deserve the same systems.
Enterprise consultants won't touch you. Boutique firms give you frameworks, not solutions.
Zapier and its peers break the moment your workflow has real nuance. You hit the ceiling in 30 days.
Another FTE adds overhead, benefits, management. And they still can't automate the work.
We map exactly how your work gets done today — every decision point, every exception, every workaround. Not your ideal process. Your real one.
Using AI-native tools, we build custom automation tailored to your business. Working prototype in days, not months.
We maintain, monitor, and evolve your systems as your business grows. You get a partner, not a vendor.
Automated a complex payment reconciliation process running biweekly. Hours of manual work eliminated every cycle — no more errors, no more late nights.
Automated timesheet processing across multiple job classifications and pay structures. What used to take hours of reconciliation now runs without a single manual touchpoint.
Built a full property tax appeal workflow — intake to filing to status tracking — in under two weeks. A process that required constant oversight now runs end-to-end.
For a $10M business, a monthly retainer with Adapted Machine costs less than a single mid-level hire — with none of the overhead, benefits, or management time. Most clients see measurable time savings within 90 days.
Jack Berkery has spent 20+ years running operations, sales, and technology at companies ranging from $10M to $12B. He's been the person in the room when enterprise systems worked — and when they didn't.
He built Adapted Machine because he knew the lower mid-market deserved better tools. Not someday. Now.
Tell us about your biggest operational bottleneck. We'll show you what's possible.