You own more than the close. You own covenant monitoring, the sponsor pack, the audit, the forecast — and lately, you own the AI-spend defense too. When the board asks “how do we know this is actually saving money?” the question lands on your desk, even when the CEO sponsored the initiative and operations runs it. You have numerical discipline, so the budget stands behind you.
That’s the right instinct. Most AI vendors don’t have answers that survive a serious finance conversation. We do — and we’ll arm you to press anyone, including us, on them.
Where AI earns its keep in finance
Your team does more than it did five years ago — more reporting, more compliance, more sponsor-grade analysis, more cross-system reconciliation — on the same headcount. The work expanded; the team didn’t. AI is the leverage that closes that gap.
The first wins are almost always time recovered on recurring manual work — close acceleration, AR follow-up, variance commentary — not flashy new analytics. You earn the team’s trust on the routine work first. The new capability comes after. And the economics are blunt: an AI Office retainer runs less than a single internal AI hire, ships its first production output in weeks instead of quarters, and is easy to scale up or wind down. Borrow first, then build once the work justifies a hire.
Common use cases for your team
Close acceleration
Reconciliation suggestions, accrual recommendations, and journal-entry drafts — the controller approves. Teams often cut the close cycle 30–50% at the same accuracy, with a lot less weekend work.
Reporting and variance commentary
Drafts monthly close commentary and variance analysis keyed to your actual financials, not a generic template. Identifies the variances worth attention and explains them. You become the editor, not the author — narrative drafting time typically drops sharply.
AP/AR automation
Invoice processing, payment matching, AR aging analysis, and dunning drafts. AI does the data work; a person approves what posts. Teams often recover meaningful back-office capacity as volume scales, and DSO tends to tighten.
Document processing
If your team keys data out of invoices, receipts, contracts, and statements into your systems, this is the most predictable ROI in finance. AI extracts, validates, and posts — humans review only the exceptions it flags. Per-document handling time often falls 70–90%, with structured data landing same-day instead of days later.
Covenant monitoring and cash forecasting
Calculates covenant ratios from your financials automatically and projects them weeks ahead, so you flag risk before the lender does. Pair it with a rolling 13-week cash forecast built from AR aging, the AP schedule, and seasonal patterns. The goal is plain: no covenant surprises.
Sponsor and board reporting
Generates the quarterly investor pack from operational and financial data, in your sponsor’s preferred format, with KPIs tracked against the investment thesis. Teams often cut reporting prep substantially — freeing a week per quarter for actual finance work.
A note running through all of it: AI prepares. A person approves. The system logs. Anything that touches money, customers, or commitments stays human-in-the-loop, with sources cited and a clean audit trail behind every output.
How we ship it
Two ways to engage, and most finance teams use both.
Value Sprints are fixed-fee builds tied to one measurable KPI — your close-cycle days, your DSO, your covenant-projection lead time — shipped in weeks, not quarters, and backed by our 12-month KPI guarantee. We start where the ROI is fastest and most visible to you, usually close acceleration or document processing, then add the next workflow once the first has earned trust.
AI Office is a senior partner on retainer who runs the program month to month — refining what’s live, prioritizing the next build, and documenting ROI in capacity recovered and CFO time freed. Three tiers, month-to-month with no minimum term:
- Sherpa — $2,500/mo: guidance, prioritization, and a steady hand on a single workflow.
- Operator — $5,000/mo: active management across several finance workflows.
- Embedded — $10,000/mo: a partner working inside your finance function week to week.
Month one, we sit with you and your controller and walk the close calendar, the recurring reports, the audit-prep workflow, and the reporting cadence. We find where time goes to manual work AI can absorb. Then we ship — and we document the result in a one-page ROI tracker per workflow you can drop straight into the board deck. If you want the build sequenced as a multi-quarter program, we’ll structure it that way. See our full approach for how the pieces fit.
Why finance teams trust it
Finance adopts AI when it can verify the math — not when it’s a black box that occasionally hallucinates a number. Every build carries human approval for anything that hits the books, a logged trail of what AI suggested and what a person approved, cited sources, and a confidence signal when the model is unsure. Teams burned by “AI” tools that were really rules engines find this materially different.
It’s the same discipline behind our track record: a 96.5% project success rate against a 16.2% industry average, and 23× average payback across 100+ companies. We don’t make decisions about your cash, credit, or investments — that authority stays with you. We make a competent finance team far more leveraged.
Start with the math
If your close runs long, your AR is aging, your covenant projections are a Friday-afternoon scramble, or your sponsor pack eats a week a quarter, let’s talk. Bring the AI-spend question too — we’ll pressure-test what you’re hearing from other vendors and tell you straight whether we’re a fit.
Start a conversation with our team — and if you want to size the upside first, run the numbers in our value-at-stake calculator.