AI agents: Finance and accounting

Which ready AI agents exist in “Finance and accounting”

Finance and accounting

25 released templates. Each passed a check on test data; it is switched on in the panel by the director, and a person decides on every proposal. Example results are illustrative: the names and companies in them are made up.

Payments and debts

The problem it removes: Invoices are paid late.

More detail

What it does: Who owes what, reminders, reconciliation against the bank statement.

What a person decides: Sending reminders.

For whom: Accountant, manager.

How to measure: Receivables; days overdue.

Cash gap forecast

The problem it removes: You find out money is short on the day a payment is due.

More detail

What it does: Forecasts incoming and outgoing payments for 4–8 weeks.

What a person decides: Actions.

For whom: Owner.

How to measure: Cash gaps spotted in advance.

Margin by service

The problem it removes: It's unclear what's losing money.

More detail

What it does: Margin by service, product, employee and branch.

What a person decides: Decisions.

For whom: Owner.

How to measure: Margin.

Example result: “Situation: per the quarter's export, whitening earns a 52% margin, orthodontics 8%, house calls minus 6% (travel and doctor time aren't priced in). Key point: house calls lose money, and orthodontics barely earns despite high volume. Options: 1) raise the house-call price 30% — some customers will leave; 2) house calls only in 2 nearby districts — less travel, but fewer orders. Recommendation: 2, and recalculate the orthodontics price. Today: check material costs for orthodontics.”

Budget vs. actual

The problem it removes: The budget was made and forgotten.

More detail

What it does: Plan vs. actual and reasons for variances.

What a person decides: Adjustments.

For whom: Manager.

How to measure: Budget variance.

Closing documents

The problem it removes: Completion certificates and e-invoices are a month-end rush.

More detail

What it does: Drafts completion certificates and e-invoices (ESF) from deals.

What a person decides: Signing.

For whom: Accountant.

How to measure: Month-end close time.

Expense reports

The problem it removes: Receipts get lost.

More detail

What it does: Turns a receipt photo into an expense report line.

What a person decides: Approval.

For whom: Staff member, accountant.

How to measure: Time spent on expense reports.

Kazakhstan tax calendar

The problem it removes: A missed tax filing deadline means a fine.

More detail

What it does: Deadlines, reminders and a document checklist.

What a person decides: Filing.

For whom: Accountant.

How to measure: Missed filing deadlines.

Example result: “Situation: per the tax calendar you attached, Form 200.00 for Q3 is due by November 15 and VAT payment by November 25. Key point: Form 200.00 is missing data for 2 employees hired in September. Options: 1) request the data from HR today — plenty of time; 2) file without it and submit an amended form later — risk of errors and extra work. Recommendation: 1. Today: send the request to HR and draft the form for the other employees.”

Invoice recognition

The problem it removes: Invoices are keyed in by hand.

More detail

What it does: Turns invoices and delivery notes into data.

What a person decides: Checking the fields.

For whom: Accountant.

How to measure: Time spent on data entry.

Payment calendar

The problem it removes: Supplier payments get forgotten.

More detail

What it does: A payment calendar and reminders.

What a person decides: Payment.

For whom: Accountant, manager.

How to measure: Overdue payments.

KPI bonuses

The problem it removes: Bonuses are calculated in Excel, with disputes.

More detail

What it does: Calculates from the data with a clear breakdown.

What a person decides: Approval.

For whom: Manager, staff member.

How to measure: Bonus disputes.

Business plan and financial model

The problem it removes: You need a business plan for a loan.

More detail

What it does: A business plan and model based on company data.

What a person decides: Submission.

For whom: Owner.

How to measure: Loan preparation time.

Owner report

The problem it removes: The partner summary takes a day to put together.

More detail

What it does: A monthly summary.

What a person decides: Sending.

For whom: Owner, partners.

How to measure: Time spent on the owner report.

Loans and leasing

The problem it removes: No time to compare bank terms.

More detail

What it does: A summary of terms from banks' public data.

What a person decides: The choice.

For whom: Owner.

How to measure: Interest overpaid on loans.

Unit cost

The problem it removes: Prices are set without accounting for costs.

More detail

What it does: Calculates the cost of a service or product.

What a person decides: The price.

For whom: Manager.

How to measure: Services below the margin target.

Cash register discipline

The problem it removes: Cash discrepancies surface a week later, when no one can be held accountable.

More detail

What it does: Reconciles cashier shifts with sales and Kaspi, shows discrepancies and the cash collection schedule.

What a person decides: The conversation with the cashier.

For whom: Manager.

How to measure: Cash discrepancies.

Discount and promo code control

The problem it removes: Discounts go to “friends,” promo codes spread online.

More detail

What it does: Finds off-policy discounts, reused promo codes and sales below cost.

What a person decides: Measures.

For whom: Manager.

How to measure: Losses from discounts.

Investor materials

The problem it removes: You have nothing but words to show an investor.

More detail

What it does: Builds a pitch, key figures and answers to common investor questions from company data.

What a person decides: What to show.

For whom: Owner.

How to measure: Time to prepare for an investor meeting.

E-invoice (ESF) and waybill (SNT) drafts

The problem it removes: E-invoices and waybills are filled in by hand, and one wrong detail means a fine.

More detail

What it does: Prepares e-invoice and waybill data from a delivery note or deal export — the accountant checks and issues them.

What a person decides: Issuing the ESF and SNT.

For whom: Accountant.

How to measure: ESF errors; time to issue.

Reconciliation statement

The problem it removes: Debt disputes drag on for months because each side counts differently.

More detail

What it does: A reconciliation statement from exported payments and documents: where the numbers match and where they don’t.

What a person decides: Signing the statement.

For whom: Accountant.

How to measure: Discrepancies resolved.

Expense review

The problem it removes: Money leaks into subscriptions and small charges nobody notices.

More detail

What it does: Breaks down a statement by category: recurring charges, forgotten subscriptions, and what can be cut.

What a person decides: What to cancel or cut.

For whom: Manager.

How to measure: Unnecessary spending cut.

Payroll taxes (Kazakhstan)

The problem it removes: A payroll withholding mistake turns into a fine and a recalculation.

More detail

What it does: Drafts payroll withholdings and contributions using the rates in the accountant’s guide — the accountant checks it.

What a person decides: Accrual and payment.

For whom: Accountant.

How to measure: Withholding errors.

Pricing

The problem it removes: Prices get set “like the place next door,” and you break even without knowing it.

More detail

What it does: Prices a service based on cost, target markup, and competitor prices — from the numbers in the file.

What a person decides: The new price.

For whom: Manager.

How to measure: Service margins.

Will this purchase pay off?

The problem it removes: Big spending decisions get made on gut feeling.

More detail

What it does: Payback on a purchase — equipment, ads, or a new hire — from the numbers in the file.

What a person decides: The purchase.

For whom: Manager.

How to measure: Purchases that paid off.

Invoice bank details check

The problem it removes: Fraudsters swap the bank details on a supplier invoice, and the money is gone for good.

More detail

What it does: Compares bank details on a new invoice with the supplier’s known details and flags any change.

What a person decides: Payment.

For whom: Accountant.

How to measure: Bank detail swaps caught.

Example result: “Category: bank details changed — verify by phone. Why: invoice No. 212 from Alfa-Med LLP shows IBAN KZ00 000A 0000 0000 0001, but the supplier record has KZ00 000A 0000 0000 0007, and the email came from a new address. Next step: don’t pay; call the supplier at the number in the contract, not the one in the email.”

Government business support

The problem it removes: Cheap financing and grants pass you by — nobody knows the programs or everyone fears the paperwork.

More detail

What it does: Which support programs fit the company and what to prepare — based only on the program terms provided.

What a person decides: Submitting the application.

For whom: Manager.

How to measure: Support applications submitted.

Example result: “Situation: of the three programs in your file, one fits — an interest-rate subsidy on an equipment loan: the company has operated for 3 years in services. Key point: you need a certificate of no tax debt, and it’s not in the file. Options: 1) apply this month — we can make the November 30 deadline; 2) wait for a new program — no telling when. Recommendation: 1. Today: order the certificate.”

Basis: product documentation; the platform code. This page describes what exists in this build, not what is planned.

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