Insight and AI

Ask about the project finances. Get an answer with a source.

All project data in AIMZ is structured and traceable. That means you can ask questions in plain language – and, over time, ask for things to actually be recorded, not just explained.

Questions and answers

Ask what you're wondering about – across projects

Because every project registers the same way, a question can be asked once and answered across the whole portfolio. The answer points back to the invoice, contract or change order it's built on.

What's the normal share of site setup and operations on housing projects over 100 million?
Which projects have the biggest variance against budget this month?
Show me the trend in temporary power costs across the last few projects
Which subcontractor change orders haven't we recovered from the client?

AI Controller

Beta

A controller you work with over time

An assistant that answers questions is useful. What we're building towards is something more: an AI Controller that knows your projects, follows them over time, and carries out tasks within limits you set yourselves. Not a chat you start over each time – a colleague who remembers last month.

Knows your projects

It works on your data, with your chart of accounts and benchmark figures – not on general assumptions about the industry.

Follows them over time

It remembers what you agreed last period, and can follow up on the same thing next month without you explaining again.

Carries out tasks, not just suggests them

Periodise site setup and operations, match invoices, prepare approvals, register a counterclaim – ask for it, and it's made ready.

Adapted to how you work

You set what it should do on its own, what it should suggest, and what should always go through a person.

Always within limits. The agent operates on the system's own rules, with traceability on every action and your approval before anything is locked. It suggests and prepares – you decide.

MCP

Beta

Use your project data in the AI tool you already have

MCP is a shared standard for how AI tools connect to a business system. In short: instead of copying figures out of AIMZ and pasting them into a chat, you connect the AI tool directly to AIMZ – and it fetches the data itself, when it needs it.

That means you can ask about the project finances wherever you already work, without anyone exporting anything – and with the same access rights that apply inside AIMZ.

Read more about API and MCP
A connection, not a copy
The AI tool fetches the data from AIMZ when it needs it, instead of someone pasting in a spreadsheet.
Same access as in the app
The connection respects the roles you've set up. Nobody sees anything they shouldn't.
In the tool you already use
Ask about the project finances where you work day to day, without switching tabs.
Always fresh figures
Because the data is fetched on request, it's never a week-old copy.

Why this requires structured data

The same language models everyone else uses – the difference is what they have access to. All your projects as a shared knowledge base, full traceability on everything that's recorded, and a direct connection to the accounts. That combination is what separates a plausible answer from a correct one.

See the full product overview

Want to join early?

AI Controller and MCP are being built together with a small group of customers. Get in touch if you'd like to be one of them.

Book a demo