AI accountant in your environment

We deploy accounting agents on your servers. Pricing starts at $1,800 excluding VAT and is calculated individually for your tasks and integrations. We connect the model via the API of a CIS cloud provider: GigaChat or Alice AI. You pay the provider directly for inference.

Starting map

13 processes come together in one control loop

The agent gathers data, checks rules, and prepares an action. The accountant handles the exception and confirms the entry in 1C.

AI Accountant in Your Environment: Implementation Cost
01

Source documents

Documents, VAT, reconciliation statements, and purchase and sales ledgers.

02

Bank

Statements, obligations, payment register, and payment schedule.

03

Control

Month-end closing, intercompany transactions, accounts receivable, and financial reporting.

04

Pilot

One process, clear boundaries, real data, and acceptance agreed in advance.

Our clients

Clients and partners

Capital Group
FSK Group
SMLT
Tochno
Dogma
Sber City
FM Logistic
Danone
Relief Center
Pandora
AI Accountant in Your Environment: Implementation Cost
Saint-Gobain
Askona
FIX PRICE
Snezhnaia Koroleva
Muztorg
TVOE
Greenway
Polaris
Campari
Yandex
Lenta
International perfume and cosmetics brand
AI Accountant in Your Environment: Implementation Cost
RAEC
EKF
L'Etoile
Inventive Retail Group

How much does an AI accountant cost

  1. AI accountant implementation costs from $1,800 excluding VAT.

  2. We calculate the cost individually, taking your tasks, process complexity, required integrations, and deployment requirements into account.

  3. We agree on the scope, timeline, and final cost before implementation; payment is due after acceptance.

  4. We do not resell the model: you pay the provider directly for inference at its published rate.

  5. We recommend CIS clouds compatible with GDPR —

  6. Sber GigaChat or Alice AI in Yandex AI Studio.

  7. For a company with 100 counterparties, primary documents, bank statements, and reconciliation statements use about 3.8 million tokens per month, costing approximately $11–1,460. Agents, accounting data, and the activity log remain in your environment, while an accountant confirms critical decisions. Get a personalized estimate, and see the agent in action in workspace demo.

Get a personalized estimate

From $1,800

Tell us which processes you want to automate and which systems you use. We will prepare a proposal outlining the scope, timeline, and cost. The implementation price is calculated individually and excludes VAT.

Get a quote

Where the model runs and why it does not run on your servers

  1. We deploy agents, 1C and EDI integrations, an exception queue, and an activity log within your environment.

  2. We recommend obtaining the language model itself via API from a CIS cloud:

  3. Sber GigaChat processes requests in data centers in CIS, while the Alice AI LLM is available in Yandex AI Studio.

  4. The provider sends you the token invoice in rubles.

  5. We do not recommend dedicated GPU servers for a single accounting function: the basic on-prem setup alone requires at least $0 million in capital expenditure, while API inference for the same processes costs thousands of rubles per month.

  6. If information security requires the model to run within the security perimeter, the cost of such deployment custom calculation.

  7. We connect foreign models only through privacy gateway, which anonymizes personal data before sending it; compare models and prices in 2026 LLM review.

Accountant workspace demo

Six accounting processes using test data: source documents, statements, reconciliation reports, expense reports, payroll, and month-end closing. Open a document card, review the process rules, and ask the agent to change a rule in plain language—it will show the change before applying it and preserve the history.

Open demo in full screen

How the control loop works

Document travels from source to verified action

Sources

Email / SBISSource document
1Ccounterparty, contract, accounting

AI agent

Extracts fieldsamount, VAT, details
Verifies rulessource is visible

Control

AccountantConfirm, correct, reject

Action

Draft in 1Cwithout standalone posting

Next

Activity logdocument, rule, decision
  • normal ready for approval
  • warning exception queue
Illustrative diagram: system and rule components are clarified for the selected process.
1 processwe start with one repeatable accounting area with measurable input and output
1C, EDI, emailwork with the current systems and channels where documents and statuses already live
human oversightAI prepares the data, compares it, and highlights exceptions; critical decisions remain with the responsible person

Offer

We launch a pilot for one accounting process

Implementation from $1,800 excluding VAT

We start with one limited process: primary documents outside EDI, reconciliation statements, bank statements, a payment calendar, or a recurring report. We calculate the cost individually, taking your rules, integrations, and deployment requirements into account. We agree on the scope, timeline, and acceptance criteria before starting; payment is due after acceptance.

  • 1 selected process
  • custom pricing and timelines
  • from $1,800 excluding VAT
  • we agree on the scope and acceptance criteria before starting
Discuss the process

Pilot scope and acceptance

Inputs

We document the sources, document types, examples of standard cases and exceptions, and access to the agreed test environment.

Output

We define one verifiable action: a draft in 1C, a discrepancy register, a prepared statement, a payment calendar, or a recurring summary.

Client participation

You need a process owner, an accountant to validate the rules, access to examples, and agreed timelines for feedback on exceptions.

Acceptance

Before building, we measure current manual steps and time, then agree on the target metric. The pilot is accepted when the defined scenarios work on the client's data and exceptions are sent to the responsible person with a clear reason.

What problem is solved

  1. In many companies, accounting already uses 1C, EDI, online banking, and Excel.

  2. Manual work remains between these systems: some counterparties send documents by email, reconciliation statements must be requested and tracked, period-close statuses are kept in email threads, and reports require regular rework.

  3. When there are dozens or hundreds of such operations, they turn into separate hidden processes.

  4. People download files, open emails, transfer data, remind counterparties, reconcile amounts, and manually track responses.

Document flowAgent preparesChecks and controlAccountant approvesSmooth month-end close

Standard processing: agent prepares, accountant confirms

Accountant

Review UPD and prepare receipt in 1C

Example: UPD no. 184

Interface concept
Counterparty
Example: LLC
Amount
$1,400
VAT
20 %
Contract
Delivery / 2026

Agent checked

Document is reconciled with counterparty record and contract. No critical discrepancies found.

  • Company detailsTax ID and registration code match 1C
  • Amount and VATdocument balances
  • Contractactive as of document date

Suggested action

Create receipt draft in 1C

After confirmation: 1C · operation draft

Trace: UPD + counterparty record + check rule

FixConfirm

Source documents

Document follows a clear path

The incoming document is checked against 1C rules; exceptions enter the accountant's queue and remain under their control.

AI Accountant in Your Environment: Implementation Cost 01

The document came from EDI

An incoming UTD triggers a 1C rule check without manual re-entry.

AI Accountant in Your Environment: Implementation Cost 02

Standard path or exception

A standard document is created in 1C, and a nonstandard one is passed to Osnova.

AI Accountant in Your Environment: Implementation Cost 03

Templates for nonstandard documents

Real anonymized screen: the document type is linked to 1C and an export template.

AI Accountant in Your Environment: Implementation Cost 04

Suspicious document to Telegram

The bot warns about an unregistered sender and lets the user open the register or leave the document in quarantine.

Best suited for

A pilot is a good fit if the process has a repeatable flow, a client-side owner, access to source data, and a verifiable output. The accountant must be ready to confirm the rules and handle exceptions. Company size is secondary: what matters is enough volume of similar operations to measure the current workload and compare results after launch.

Exception: the agent explains the discrepancy

Accountant

Why isn't the document ready to post?

Example: act no. 57

Interface concept
Amount in act
$2,900
Amount in 1C
$2,800
Discrepancy
+$70
Source
line 4 / services

Agent checked

Service amount on line 4 differs from 1C order. Automatic posting stopped

  • CounterpartyMatches
  • Orderfound in 1C
  • Amountdiscrepancy $70

Suggested action

Request amount confirmation or correct line 4

After confirmation: exception queue · awaits accountant

Trace: act + 1C order + amount reconciliation rule

Correct dataApprove exception

Reconciliation statements

Reconciliation ends with a verifiable decision

Agent collects sources, explains the discrepancy, obtains confirmation, and records transmission via EDI and entry in 1C.

AI Accountant in Your Environment: Implementation Cost 01

Reconciliation statement request received

A request for a reporting period becomes a data collection task.

AI Accountant in Your Environment: Implementation Cost 02

Agents gather sources

1C, Diadoc, Astral, and the bank are combined in one register with the status of each source.

AI Accountant in Your Environment: Implementation Cost 03

Discrepancy explained to the accountant

The system matches two ledgers, shows the source of the difference, and leaves confirmation for the chief accountant.

AI Accountant in Your Environment: Implementation Cost 04

Approved, sent, registered

A single screen records approval in Telegram, sending through EDI, and registration in 1C.

How the first project works

  1. 01

    Choose one process

    If a quick review shows that it actually contains three different processes, we reduce the scope honestly and define the first part.

  2. 02

    Map the current workflow

    We document the files, systems, roles, manual operations, expectations, common errors, and the checks that must stay with the person.

  3. 03

    Build a working solution

    This can be an integration with 1C, incoming email processing, document recognition, a status traffic light, act comparison, preparation of an upload file, or an exception review interface.

  4. 04

    Test it on a live process

    We look at how much manual work was eliminated, which exceptions remain, and which rules need clarification before the next process.

What the client gets

A newly working process

An accounting work area with reduced manual entry, status tracking, and a clear exception queue.

Reduce manual work

The metric for the first project is how much time and how many manual operations are removed from the process. Headcount savings appear cumulatively once there are several such automated processes.

Accountant review

AI does not make critical accounting decisions on its own. It prepares the data, compares it, highlights discrepancies, and passes clear exceptions to the person.

A foundation for the next processes

After the first successful area, it is easier to take on the next one: the data structure, access, rules, and confidence in the approach are already in place.

Where we use AI and where we do not

AI is useful

  • recognize details, amount, VAT, and document type
  • classify an incoming document or email
  • find a mismatch between statements, payments, or invoices
  • prepare a draft reply to a counterparty
  • compile a brief process status and highlight exceptions

AI should not

  • invent journal entries or accounting rules
  • promise close timelines without a responsible person
  • send critical communication independently
  • change data in 1C without traceable control
  • replace the accountant in disputed and regulated decisions

13 processes we recommend starting with

  1. This is a catalog of candidates for a limited pilot.

  2. The exact scope depends on systems, data quality, the number of variations, and control rules.

  3. For a first rollout, source documents, bank statements, and reconciliation statements are usually the best fit: they have repeatable input, a verifiable outcome, and a clear exception queue.

  4. The full product scope is described on the page AI assistant for accountants.

Source documents

01

Document recognition and posting

Suitable for a repeatable flow from EDI, email, or scans. In the pilot, we check recognition, matching to the counterparty, and preparation of a draft or an exception.

02

Reconciliation statements

Suitable if statements are regularly requested and compared manually. In the pilot, we define the workflow for generating, receiving, and explaining discrepancies.

03

VAT risk and gap control

Suitable when the list of checks is agreed. In the pilot, we collect transactions with risk indicators into a register with the reason and owner.

04

Reviewing input VAT for deduction

Suitable if the deduction criteria can be formalized. In the pilot, we check documents against agreed fields and conditions, and send disputed cases to the accountant.

05

Reconciliation of the purchase ledger and sales ledger

Suitable when exports are available and matching rules are clear. In the pilot, we identify discrepancies and create a review queue before the return is prepared.

Bank and treasury

06

Importing and posting bank statements

Suitable for stable statement formats and posting rules. In the pilot, we load an agreed set of banks, prepare matches, and move unidentified and partial payments into a register.

07

Accounts payable control

Suitable if deadlines, limits, and document completeness are available in the accounting system. In the pilot, we produce a verifiable list of deviations.

08

Preparing and approving the payment register

Suitable when an approval workflow is in place. In the pilot, we collect requests, check the supporting basis, and prepare a register for approval by the responsible parties.

09

Payment calendar creation

Suitable when scheduled payments and balances are available. In the pilot, we schedule payments by date and priority and highlight possible cash gaps.

Control and analytics

10

Month-end closing

Suitable for one limited close-related area with dependencies that can be formalized. In the pilot, we track statuses and surface errors to the responsible person.

11

Intercompany turnover control

Suitable when companies have unified identifiers and matching rules. In the pilot, we find pairs and send discrepancies for review before consolidation.

12

Accounts receivable control

Suitable when due dates, amounts, and owners are available. In the pilot, we segment overdue items and prepare approvable reminders; complex cases are handed off to staff.

13

Management financial summary creation

Suitable when the sources and breakdowns are agreed. In the pilot, we build one recurring summary for the selected metrics and show deviations together with the sources.

Working format

The starting format is one process, a brief review before launch, and a clearly defined outcome. At the outset, we agree on access, examples, rules, and feedback timelines. We measure results by the reduction in manual work in the selected process: the number of manual operations, processing time, exception rate, and time required to prepare a recurring report. Implementation is priced individually, starting at $1,800 excluding VAT. We agree on the final cost before work begins.

Select an accounting process for the pilot

When not to start

A broad request to automate the entire accounting function requires a separate change program and goes beyond the scope of the initial pilot. We postpone the pilot if there is no client-side owner, no access to source data, no repeatable flow, or no accountant ready to review the result. These organizational constraints must be removed first.

Reviews of accounting processes in 1C

How each process is performed manually, where errors occur, and what the agent takes over—in separate breakdowns.

[Reconciliation statement in 1C](/blog/akt-sverki-v-1s)

Where to find the document, how to fill it in based on the contract, and analyze discrepancies line by line.

[Bank statement in 1C](/blog/bankovskaya-vypiska-v-1s)

Import through the bank client, payment allocation, and unidentified payments.

[Errors in source documents](/blog/oshibki-v-pervichnyh-dokumentah)

What is critical under 402-FZ and the CIS Tax Code, and which checks to run before posting.

[Advance report in 1C](/blog/avansovyy-otchet-v-1s)

How to conduct it and what inspectors check.

[Accounts receivable control](/blog/kontrol-debitorskoy-zadolzhennosti)

Overdue receivables segmentation, provisions, and the statute of limitations.

[Payment register in 1C](/blog/reestr-platezhey-v-1s)

Collect and approve requests without chaos.

[Payment calendar in 1C](/blog/platezhnyj-kalendar-v-1s)

Why the figures do not reconcile and how to spot a cash gap in advance.

[VAT discrepancies](/blog/razryvy-po-nds)

Why they arise and how to respond to a demand.

[Errors when closing the month in 1C](/blog/oshibki-pri-zakrytii-mesyatsa-v-1s)

Checklist of regulated operations and dependencies.

FAQ

Frequently asked questions

How much does it cost to implement an AI accountant?

Implementation starts at $1,800 excluding VAT and is calculated individually after reviewing your processes, integrations, and deployment requirements. We agree on the scope, timeline, and final cost before implementation begins; payment is due after acceptance.

How much does inference cost per month?

It depends on usage volumes and the model. For 100 counterparties, primary documents, statements, and reconciliation statements use about 3.8 million tokens, costing approximately $11–1,460 per month with GigaChat or Alice AI. The model provider issues the invoice.

Where is accounting data stored?

Agents, integrations, and the activity log run on your company's servers. The model receives only what is needed for a specific operation, while personal data sent to foreign models is anonymized by a privacy gateway.

Can the model run entirely on our own servers?

Yes, if required by information security. For a single accounting function, this is orders of magnitude more expensive than a cloud API, so we generally recommend a CIS cloud compliant with GDPR.

Will an AI accountant replace employees?

It handles repetitive operations: recognition, reconciliation, posting, and draft preparation. The accountant retains responsibility for disputed and regulated decisions, while staff savings accumulate as additional processes are launched.

First step

Break down one accounting process in 30 minutes

30 minutes

Choose one pain point: source documents outside EDI, reconciliation statements, a report, statements, a payment calendar, or another repeatable process. In the first call, we assess manual work, data, the process owner, and the measurable result of the first project.

  • Is there repeatable manual work
  • Which data and systems are involved
  • Who owns the process on the client side
  • What result can be checked first
Discuss the process

Cases

AI implementation cases

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