Reconciliation agent
Matches every bank, card and processor transaction to the ledger and explains the ones that don't match.
AiCFO is the AI-first finance team for growing companies. We run the whole finance chain: books, planning, board and investor reporting, state and local tax, capital raises, and buy-side and sell-side deals. Agents do the hours. A senior CFO owns every judgment and signs every number.
Gross margin fell 3.1 pts. 82% of the drop is cloud hosting on the analytics cluster, up $41.2k. Reserved capacity would save about $22k/mo.
Week 9 dips to $1.9M after the annual insurance renewal. Still above your $1.5M floor.
Illustrative company and data
Plugs into the systems your company already runs on
To close your books, every month, with a CFO sign-off.
Of rolling, driver-based forecast tied to your actuals.
Of cash forecast, refreshed daily from your bank feeds.
Named and accountable for your numbers. Not a ticket queue.
You've outgrown a bookkeeper, but a CFO, a controller and an FP&A analyst are hard to justify yet. Decisions about hiring, pricing and fundraising get made in that gap, on stale data.
Most companies stitch finance together from a bookkeeper, a spreadsheet, a fractional CFO and a banker. Every handoff loses context. AiCFO runs the whole chain, so the numbers in your board deck are the numbers in your data room. Pick any link to see who does what.
A CFO-grade diagnostic of your books, cash, controls and reporting.
Agents do the repetitive work at machine speed. Your CFO owns the judgment calls. You get one team, one fee and one source of truth. Try each module below.
Agents reconcile, accrue and recognise revenue continuously through the month. By month-end most of the work is done, and your team only reviews exceptions.
Your forecast is built from real drivers like hiring plans, pricing, churn and payment terms, then tied back to actuals every close. Play with the model on the right.
A 13-week direct cash forecast built from your bank feeds, open invoices, bills and payroll calendar. It updates every morning and alerts you before you cross your floor.
Board packs, investor updates and lender reports are drafted straight from the closed ledger. Your CFO writes the commentary, so the story matches the numbers.
CFO commentary: Net revenue retention held at 118%. Burn multiple improved to 1.3x as Q3 hires landed later than plan. We recommend holding the Series B until NRR data covers four full quarters.
Every vendor, contract and renewal date in one place. Agents compare each bill against the contract and past invoices, and hold anything that doesn't match.
| Vendor | Monthly | Change | Status |
|---|---|---|---|
| AWS | $63,410 | +28% | Review usage |
| Datadog | $8,920 | 0% | Duplicate held |
| Salesforce | $14,200 | +7% | Renews in 41 days |
| Notion | $2,160 | −12% | Seats trimmed |
| Gusto | $1,480 | 0% | On contract |
Plain-English questions, answered from your ledger, forecast and contracts, with sources you can click. Anything that needs judgment goes to your CFO.
Each agent does one job, follows your accounting policies and leaves a full trail. Every one of them has a human checkpoint before anything material is final.
Matches every bank, card and processor transaction to the ledger and explains the ones that don't match.
Reads contracts and billing data, builds revenue schedules and keeps deferred revenue right under ASC 606.
Codes bills, checks them against contracts and past invoices, and queues payments on your approval rules.
Re-bases the model on new actuals, flags drivers that drifted and drafts scenarios for your CFO.
Builds management packs, board decks and investor updates from the closed books in your format.
Watches for segregation-of-duties breaks, unusual journal entries and policy exceptions as they happen.
Bolting AI onto messy books makes faster mess. We start by designing your chart of accounts, policies and controls so agents can follow them, then we write those policies as standing instructions every agent reads before it acts.
policy: prepaid-expenses owner: controller applies_to: [software, insurance, rent] capitalize_if: amount: ">= 5,000" service_term_months: "> 1" amortize: straight_line_monthly evidence: [invoice, contract] auto_post_below: 25,000 review: above_25k: controller above_100k: cfo # every agent reads this before it touches a prepaid
AI is fast and tireless, but it isn't accountable. Every entry an agent proposes is checked against your policies, and every number that reaches your board has a named finance lead behind it.
Proposed an accrual for September cloud usage of $63,410. Invoice not yet received; estimate taken from the usage export.
Checked against the last three invoices. Variance within 2%. Approved and posted.
Linked the accrual to a 3.1 pt gross margin decline and drafted a variance note.
Confirmed the driver and added a recommendation on reserved capacity to the board pack.
✓ Signed offIn October 2026, Anthropic's economists published what happened when one of the most AI-intensive companies in the world put agents to work. The findings shaped how we design every engagement.
Agents worked six times as many hours as the people directing them by August 2026, after passing human hours in March.
of interactive AI session time was idle, waiting on a human.
"That 20% that was strategic becomes 90% of the job," as one employee put it.
standing instructions for agents a year after there were a few hundred.
Meta-work, such as building agent tools, writing specs and monitoring pipelines, rose to 22% of interactive sessions.
code commits per engineer versus six months earlier, with no difference in revert rates between agent-written and human-written code.
Findings from Wilmers, Catipon, Massenkoff and McCrory, "How employment is changing at Anthropic", Anthropic, October 2026. The figures describe Anthropic's own workforce, and its authors note Anthropic is an unusual case. The "what it means" lines are how we apply these findings to finance. They are not results from the study.
We work inside your existing accounting system. Nothing to rip out, and your data stays yours.
Read-only access to your ledger, bank, cards, payroll and billing. Most companies are connected in an afternoon.
We fix the chart of accounts, catch up past months and build your forecast from real drivers.
Books closed by business day five, a board-ready pack and a standing call with your CFO.
Pick your stage and the team you'd otherwise hire. The comparison uses typical fully loaded US salaries, so treat it as a starting point, not a quote.
In-house team assumed: controller, senior accountant and part-time FP&A.
Each option covers part of the job. AiCFO covers the whole finance function, with software doing the volume and a CFO doing the judgment.
| What you get | Bookkeeper$1–3k / mo | Fractional CFO$6–12k / mo | In-house team$40k+ / mo | AiCFO~50%+ saving |
|---|---|---|---|---|
| Accurate, reconciled books | ||||
| Close in 5 business days | ||||
| Driver-based forecast, refreshed weekly | ||||
| 13-week cash forecast, updated daily | ||||
| Board pack and investor updates | ||||
| Senior strategic judgment | ||||
| Answers in minutes, any day | ||||
| Scales without new hires | ||||
| Policies and controls written for AI agents | ||||
| Capital raise model and data room | ||||
| Buy-side and sell-side deal analysis |
Typical US market ranges. AiCFO typically costs 50% or more less than an in-house team or a bookkeeper plus fractional CFO covering the same scope. Your fixed fee is quoted after a short call.
Included Partly, or at extra cost Not usually included
The finance function you need at seed looks nothing like the one you need before a Series B. AiCFO changes with you, without re-hiring.
Clean books, a cash plan and investor updates you're not embarrassed by.
A forecast your board trusts and metrics that stand up in diligence.
Multi-entity, multi-currency and audit-ready, without a ten-person team.
Lender reporting, covenant tracking and the margin work that drives value.
An illustrative engagement with a 42-person Series A software company, based on how we run onboarding. Your timeline will depend on the state of your books.
The goal by day 90: board numbers on day five, and the founder's evenings back.
This walkthrough shows how a typical onboarding runs. Figures are examples, not client results.
Every company's entities, volume and deal calendar are different, so we quote after a short call. Expect to save 50% or more against the team you would otherwise build.
For companies that need a real close and clean reporting.
For venture-backed teams reporting to a board.
For companies raising, acquiring or preparing for audit.
Every plan includes a named CFO, read-only access by default, and 30 days' notice to leave. Typically 50% or more below the cost of an equivalent in-house team.
Read-only access by default, least-privilege for every person and agent, and a full audit trail of who touched what.
We connect with read access. Write access is opt-in, scoped and logged.
TLS 1.2+ in transit and AES-256 at rest, with keys managed by our cloud provider.
Google and Microsoft sign-in, enforced MFA and role-based access for your team.
Your ledger is never used to train AI models, ours or anyone else's.
Every agent and human action is recorded with a timestamp and source.
Export everything at any time. Leave with 30 days' notice and a full handover.
Practical templates we use with clients. Ask for any of them and we'll send it over.
The day-by-day checklist, owners and cut-off rules we run for every client.
Get the playbook →A direct-method model with collections logic and a minimum-cash floor.
Get the template →Twelve slides, in order, and the metrics investors actually check.
Get the checklist →Can't find your answer? Email hello@aicfo.pro and a real person will reply within one business day.
No. Agents prepare reconciliations, accruals and commentary. Anything above the thresholds you set needs approval from a person on your account before it posts, and every action is logged with the documents behind it.
You get a named, experienced CFO who reviews every close, signs off your reporting and joins a standing monthly call. On the Growth and Strategic plans they also join board meetings and fundraising work.
No. We work inside QuickBooks Online, Xero, NetSuite and Sage Intacct. If you're outgrowing your system, your CFO will tell you when and run the move.
Bookkeeping tells you what happened. AiCFO adds the close discipline, forecast, cash management and senior judgment that tell you what to do next. Many clients keep their tax advisor and replace everything else.
Your free finance review starts within a few days of the kickoff call. Full onboarding takes about three weeks, and your first AiCFO close is usually the month after you sign.
Access is read-only by default, encrypted in transit and at rest, and limited to the people on your account. Your data is never used to train AI models. See the security overview for detail.
Plans start at a fixed monthly fee based on entities and transaction volume. There's no long-term lock-in: either side can end the engagement with 30 days' notice, and you keep all your data.
Companies with roughly $2M to $50M in annual revenue, or venture-backed companies of any size that report to a board.
Give us read-only access to your books. Within seven days you get a written review, yours to keep whether or not you sign up.