An AI-native strategic finance function, deployed and run inside your company. After a raise - or when revenue outruns the spreadsheet - finance becomes the signal you steer on.
The problem
Your product and your pipeline run on live signal. Finance still reports after the fact - and after a raise the lag compounds: the business moves daily, but the number you steer on is last month's - and where the books have gaps, the signal never arrives at all.
The solution
Cai, the company AI, orchestrates and runs the system under one named operator accountable for your numbers - no tool to buy, no extra hire to manage.
Foundation first, then signal. Clean books and closed gaps come first - the signal builds on a sound foundation. One operator and one system carry you the whole way, so you are not hiring for the cleanup now and the strategy later.
You were already budgeting a senior finance hire. The question is what that budget buys.
Finance - DELAYED
The default path: hire a senior finance lead, then hand them an FP&A stack to manage.
What the default path costs
Finance - LIVE
One owned system that absorbs the FP&A stack, one accountable operator - in the budget line you already planned for that hire.
Same line item. A function that compounds - sharper every month it runs.
The system
The system runs on one structured Register: every financial transaction assembles into it. The operator sees one view, the board sees another - all from the same source.
Representative structure - illustrative data.
| Date | Customer | Project | RevType | Amount | Status |
|---|---|---|---|---|---|
| 2026-01 | Acme Industries | Q1 Implementation | Subs | 12,500 | Active |
| 2026-01 | Beta Corp | Onboarding | Advisory | 8,250 | Active |
| 2026-02 | Cipher Co | Phase 2 | Subs | 15,000 | Active |
| 2026-02 | Delta Holdings | Custom Build | Implementation | 22,500 | Pipeline |
| 2026-03 | Echo Systems | Q1 Support | Subs | 9,800 | Pipeline |
| 2026-04 | Foxtrot Labs | Phase 3 | Subs | 18,000 | Provisional |
| 2026-04 | Gamma Holdings | Custom | Advisory | 6,750 | Pipeline |
One structured event log of every financial transaction. Historical, in-pipeline, and forecasted segments live together. Kept current in code, with a human owning the review.
| Apr | May | Jun | |
|---|---|---|---|
| Revenue | 28K | 31K | 35K |
| COGS | (9K) | (10K) | (11K) |
| Gross Profit | 19K | 21K | 24K |
| OpEx | (14K) | (15K) | (16K) |
| EBITDA | 5K | 6K | 8K |
Cash-basis P&L that reshapes per scenario in one click.
| Customer | FY26 |
|---|---|
| Acme Industries | 156,000 |
| Beta Corp | 98,500 |
| Cipher Co | 124,000 |
| Delta Holdings | 89,300 |
| Echo Systems | 67,800 |
Customer rollup with FY totals and recognition status.
| Vendor | FY26 |
|---|---|
| Cloud Services | (24,000) |
| Marketing Co | (45,000) |
| Office Supplies | (8,400) |
| Payroll | (380,000) |
| Software | (18,500) |
Vendor rollup by category. Payroll separate. Accruals reconciled.
| Invoice | Term | Recognized |
|---|---|---|
| INV-1024 | 12 mo | 3,125 |
| INV-1025 | 12 mo | 1,375 |
| INV-1026 | 6 mo | 2,500 |
| INV-1027 | 12 mo | 7,500 |
| INV-1028 | 6 mo | 4,000 |
Deferred-to-recognized waterfall, computed from each invoice's term and start date.
One system, wherever the work already happens - spreadsheet, deck, doc, chat.
Numbers computed in code, traced to source; AI drafts, code decides.
The engagement
The system plugs into your books, billing, and bank - and maps how money actually moves through your company.
Your finance OS goes live: clean close, live runway, forecast, board-ready numbers - on infrastructure you own.
One named operator runs the function and answers for the numbers. The system compounds - sharper every month it runs.
Ownership
Owning your AI context has become standard advice. The scarce part is operating it as a live finance function: building the backbone, keeping every number deterministic, answering for the output. I run that. The system stays yours.
Who runs it
A decade in institutional finance: investment banking at Houlihan Lokey and William Blair, and a relative-value hedge fund. Then two startups of my own, and the operator side: first finance hire at a VC-backed startup, where I built the finance function from scratch and ran it from Director of Finance to CFO. Now the same build, AI-native. One accountable operator on the hook for the numbers.
Questions
Where this works best: founder-led·async by default·decisions written down
I commit to a small number of deep operating relationships: Cai runs the system, I answer for the numbers, and the function is configured around your company.
Talk to Cai Or email [email protected] directly.