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IndustryJuly 6, 20265 min read

AI Agents for Accounting Firms: Automate the Busywork

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AI Agents for Accounting Firms: Automate the Busywork

TL;DR

AgentWorks lets accounting firms connect Exact Online and their documents to AI agents that draft reconciliations, month-end summaries, and client emails. Agents read and draft automatically, but every state-changing action requires human approval, and every step is recorded in an exportable audit trail. Cost is controlled by a transparent euro wallet and an AUTO model router.

Accounting firms run on repetitive, deadline-bound work: reconciling ledgers, chasing missing receipts, summarising month-end numbers, and answering the same client questions every quarter. AI agents can absorb that busywork without touching your judgement, because every action that changes a record still waits for a human to approve it.

What "AI agents for accounting" actually means

An AI agent is more than a chatbot. It is a task-runner that can read your documents, call your systems, and produce a draft you review. On AgentWorks you start with 50+ pre-built agents available from the Free plan, then connect the data and tools an accounting workflow needs.

For a firm, the practical shape looks like this: an agent pulls open transactions from your ledger, cross-checks them against uploaded bank statements or invoices, flags the mismatches, and writes a short reconciliation note. It does not post anything. It hands you a draft with citations back to the source lines, and you decide what to book. The agent removes the searching, sorting, and typing — not the professional sign-off.

Because AgentWorks is EU-native (built in the Netherlands), the data handling is designed around European expectations from the start, rather than bolted on afterwards. That matters when you are processing client financials.

Connect Exact Online and your documents

The value only appears when the agent can see your real data. AgentWorks supports Exact Online as a native integration, alongside Gmail, Google Workspace, OneDrive, SharePoint, Slack, Microsoft Teams, and dozens more. You can also connect through MCP servers or the REST API with inbound webhooks when you need something custom.

Documents go into a knowledge base with retrieval-augmented generation. Upload PDF, DOCX, TXT, and CSV files — bank statements, invoices, contracts, prior-year workpapers — or connect URLs, Notion, and Confluence. The content is embedded with pgvector, and every answer carries citations back to the source. If the answer is not in the knowledge base, the agent says "I don't know" instead of inventing a figure. For accountants, that refusal is a feature: a confident fabrication is far more dangerous than an honest gap.

Sensitive fields are masked at the gateway before any model sees them, so personal data in a statement is not shipped verbatim to a model provider.

Drafts and reconciliations, with approval on every write

The core discipline is simple: agents draft, humans approve. AgentWorks classifies every agent by risk and enforces human-in-the-loop approval on state-changing actions. Reading a ledger, summarising a document, or drafting a note happens automatically. Posting an entry, sending a client email, or updating a record in Exact Online pauses and waits for your explicit approval.

Typical accounting drafts an agent can prepare:

  • Bank reconciliations — match transactions to statements, list the exceptions, propose the treatment.
  • Month-end summaries — turn raw figures into a short, plain-language commentary for the partner or client.
  • VAT and expense checks — flag entries that look miscoded or missing documentation.
  • Client correspondence — draft the "please send us the missing invoice" email, ready for you to send.

Every step is written to an immutable, append-only audit trail that you can export as CSV or JSON. When a reviewer or regulator asks what the agent did and why, you have the full record — inputs, outputs, and who approved the change.

Multi-agent pipelines and scheduling

One agent is useful; a pipeline is where firms save real hours. With multi-agent pipelines you chain specialists: a research step gathers the transactions, a draft step writes the reconciliation, a review step checks it against your rules, and a final step prepares the summary for approval. Each stage is logged with its own risk class.

On the Pro plan and above you can run these on a schedule — daily, weekly, or monthly — or trigger them from a webhook. A month-end close routine can fire on the first business day, assemble the draft workpapers overnight, and have them waiting for the team in the morning. Nothing is booked until a person signs off.

Models, cost control, and the everyday chat

Not every task needs the most expensive model, and you should not pay as if it does. AgentWorks bills tokens at cost plus 10% from a single transparent euro wallet, and the AUTO router sends each message to the cheapest model capable of handling it. You see live per-run spend and can set budgets at the org, team, or user level. Available models include GPT-5 and GPT-5 mini, Claude (Opus, Sonnet, Haiku), Gemini (Pro and Flash, up to 1M-token context), and Mistral Large.

Day to day, your team also gets a multi-LLM chat workspace. Switch models mid-conversation, use web search and cited Deep Research, query your company knowledge, and build Word, Excel, PowerPoint, or PDF outputs in a live canvas that opens in Google Drive or OneDrive. Drafting a client memo or a spreadsheet of exceptions happens in the same place the agents run.

Governance built for financial data

Firms handling client money need governance they can point to. AgentWorks is EU AI Act-ready — meaning the tooling (per-agent risk classification, human-in-the-loop controls, audit trails) supports your obligations, though the exact classification depends on how you use it. Data residency uses EU model endpoints where offered, model contracts are no-training and zero-retention, and a DPA is available on request.

The point is not to remove the accountant. It is to give the accountant a tireless junior that reads everything, drafts fast, cites its sources, and never posts a thing without a human saying yes.

Summary: AgentWorks lets accounting firms connect Exact Online and their documents to AI agents that draft reconciliations, month-end summaries, and client emails. Agents read and draft automatically, but every state-changing action requires human approval, and every step is recorded in an exportable audit trail. Cost is controlled by a transparent euro wallet and an AUTO model router.

Frequently asked questions

Can AI agents post entries directly into Exact Online?

Only if a human approves it. Agents can read data from Exact Online and draft entries, reconciliations, and notes automatically, but any state-changing action — posting, updating, or sending — pauses for explicit human approval. That approval, and the underlying action, is recorded in an immutable audit trail you can export.

How does AgentWorks keep client financial data secure?

Data is handled EU-native, with EU model endpoints where offered and no-training, zero-retention model contracts. Personally identifiable information is masked at the gateway before any model processes it, and a Data Processing Agreement is available on request. See the pricing page for how integrations and knowledge bases fit each plan.

Do we need technical staff to set this up?

No. You start with 50+ pre-built agents from the Free plan, connect integrations like Exact Online through the interface, and upload documents into a knowledge base. Building custom agents and the visual workflow builder come with the Pro plan, and the AI workforce platform is designed so accountants, not engineers, configure the day-to-day work.

About the author

· Founder, AgentWorks

Erwin Berkouwer is the founder of AgentWorks — an AI agent platform purpose-built for European teams that need EU AI Act-ready governance, multi-LLM choice across OpenAI, Anthropic, Google and Mistral, and transparent per-token € pricing.

Read more about Erwin