From chatbot to AI agent: the real revolution
Most businesses still see AI as a smart chatbot: you ask a question, you get an answer. Useful, but not revolutionary. The real breakthrough lies in AI agents — autonomous AI systems that take over complete business processes without you having to guide every step.
Imagine: an email with an order request arrives. An AI agent reads the email, looks up the customer in Exact Online, checks stock levels, creates the sales order and sends a confirmation — fully automatically. No copy-paste, no clicking through screens, no human errors.
What exactly is an AI agent?
An AI agent is an AI system that can independently execute multiple steps to achieve a goal. Unlike a chatbot that waits for your next question, an agent plans which actions are needed and executes them in sequence.
With Ledger Botje as MCP connection, such an agent gets access to 146 tools in Exact Online. The agent can:
- Look up data — customers, items, stock, orders, invoices
- Create data — sales and purchase orders, goods receipts, deliveries
- Execute actions — warehouse transfers, completion reports, return processing
- Make decisions — based on stock levels, order status or invoice data
5 processes AI agents can automate right now
1. Processing orders from email
The agent reads incoming order requests, extracts customer details and items, checks whether the customer exists and whether items are in stock, then creates the sales order in Exact Online. When stock is insufficient, the agent can automatically create a purchase order with the right supplier.
2. Verifying and matching invoices
An agent compares purchase invoices with their corresponding purchase orders and goods receipts. Do the quantities match? Are the prices correct? For discrepancies, the agent flags the invoice for manual review. For matches, it automatically books the receipt.
3. Reordering stock
The agent monitors stock levels and compares them with minimum quantities or expected demand based on open sales orders. Does stock drop below the reorder point? The agent looks up the preferred supplier, checks the supplier price and creates a purchase order — before your warehouse staff even notices the shortage.
4. Monitoring production orders
An agent tracks the progress of shop orders: have all materials been issued? Are operations on schedule? Do by-products need to be booked? For delays or material shortages, the agent sends a notification or creates a material issue itself.
5. Automating debtor management
The agent checks daily which invoices are approaching or past their due date. It generates an overview per customer, calculates the outstanding amount and can automatically draft a reminder email or report the payment status to the finance team.
How does this work technically?
AI agents use the MCP protocol (Model Context Protocol) to communicate with Exact Online via Ledger Botje. The difference from regular chatting is that the agent runs an agentic loop:
- Understand the goal — the agent receives a task (e.g. "process all new order requests")
- Create a plan — the agent determines which steps are needed
- Call tools — the agent uses Ledger Botje tools to retrieve data and execute actions
- Evaluate results — the agent checks whether the goal has been achieved and adjusts if needed
This works with AI platforms that support agentic workflows, such as ChatGPT with Custom GPTs, Claude with tool use, or specialised agent frameworks.
The business case: why agents are the key selling point
Chatting with your ERP saves minutes per question. AI agents save hours per day. The difference:
- Chat: you ask "how much stock do I have?" and get an answer in 5 seconds instead of 2 minutes. Saving: 1 minute 55 seconds.
- Agent: the agent processes 50 order requests, checks stock, creates orders and reorders — in 10 minutes instead of 4 hours. Saving: 3 hours and 50 minutes.
An employee who processes orders, verifies invoices or manages stock daily wins back multiple hours per day with agents. That is no longer optimisation — it is a fundamental change in how your business operates.
Start with AI agents today
You do not need to wait until AI agents go mainstream — you can start today. The first step is setting up the MCP connection between your AI assistant and Exact Online. Then you can automate processes step by step.
Start small: automate order processing or outstanding invoice checks. Once you see how much time this saves, expand to inventory management, production and more. Browse the prompt library for inspiration or view the plans to get started.