The AI operations
layer for real businesses.
Jake is built for companies that want real automation — not experiments.
Think of Jake as the analyst who catches the AR aging before it's a write-off, flags the job margin before it's a loss, and closes the month before your team has started the spreadsheet.
Built by CFOs, operators, and finance engineers who spent years trying to bring AI into live businesses — and kept hitting the same wall.
Jake was designed by CFOs, operators, and finance engineers who spent years trying to bring AI into live businesses and ran into the same wall: tools could analyze data, but they couldn't responsibly run alongside a company's cash, customers, and decisions.
So we built Jake to act like a disciplined finance team member.
Jake connects to your systems, understands how the business operates, and runs specialized agents that monitor collections, margins, cash exposure, and operational risk in real time. Instead of dashboards waiting to be checked, the system actively watches the business and flags issues before they become surprises.
The goal isn't to replace people — it's to remove manual oversight. Owners and managers stop chasing information and start receiving decisions that are already organized, explained, and prioritized.
Jake exists to make AI usable inside an operating company. No prompt engineering. No fragile workflows. No black-box actions.
It's what experienced finance teams build internally after complexity forces them to — standardized so you don't have to build it yourself.
Principles, not promises.
Construction-native, not construction-adjacent.
We didn't adapt a generic finance tool for construction. We built from the ground up — AIA billing, lien rights, job costing, WIP — these aren't add-ons. They're the foundation.
AI that explains itself.
Every insight the agents surface comes with a reason. We don't do black-box recommendations. You'll always know why the system flagged something — and what to do about it.
The CFO is still in command.
These agents work for you. The CFO Manager enforces your policy rules, your approval authorities, your governance. The AI amplifies your judgment — it doesn't replace it.
Ruthless about ROI.
Every one of Jake's capabilities has a measurable impact. We track it. We show it. If Jake isn't paying for himself within 90 days, we fix it. That's our guarantee.
What CFOs are saying about Jake.
We had a $300k reconciliation gap between AR and GL that nobody could explain. Within 6 weeks of Data Rehab, we identified the root cause and closed it. Month-end close dropped from 10 days to 5.
CFO, $180M Regional GC
DSO reduced by 4.2 days
Our finance team was spending 3 days every month just chasing reconciliation gaps. Now the Reconciliation Engine handles it automatically. We found real work for them to do instead.
Controller, Subcontractor ($65M)
60% time saved on recons
The diagnostic showed us data problems we didn't even know we had. We weren't going to fix them ourselves—the diagnostic made the business case for us. That was worth the fee alone.
Finance Director, Multi-Entity GC
Diagnostic ROI: 3 months
Jake handles our 1,200 invoices per month with 99.2% accuracy. The 0.8% exception queue actually gets reviewed instead of sitting in someone's inbox. It's just better process.
AP Manager, PE-Backed Portfolio
98.5% first-touch processing
Ready to put Jake to work?
30 minutes. Your data. See exactly what Jake would flag, fix, and optimize in your construction financials — starting today.