What agentic AI can already do for a managing agent (and what it cannot)

What agentic AI can do today, reliably and in production: recognise and file incoming documents, watch expiry dates and deadlines, assemble dossiers, and draft follow-up mails or tasks — each time with a human who approves. What it cannot do: replace the general meeting, take legal decisions, or work well in an office where the documents themselves are still chaos.

What already works today

• Filing without the filing work. Minutes of a general meeting, a quote or an inspection certificate comes in; the agent recognises the building, the document type and the dates, and files it. One click to approve.
• Deadline watch across hundreds of buildings. Inspections, insurance renewal dates, mandate periods — the agent flags what needs attention over the next 90 days and queues the tasks.
• Assembling the dossier. For a general meeting, a sale or a damage claim: the agent gathers the documents in force for that building in minutes rather than days.
• Preparing the follow-up. Draft replies to co-owners, suppliers or tenants — as drafts, never sent directly.

What does not work (yet)

Anything that carries judgement, mandate or liability: deciding on works, interpreting votes, settling disputes. And — the most underestimated one — AI in an unstructured office. An agent that has to scrape its context together from mailboxes and loose folders is guessing. Hence the sober figures: only 22% of Belgian companies feel ready for agentic AI and 4% have rolled it out (AWS/Strand Partners, 2026), and Gartner expects 40% of agentic AI projects to be cancelled before the end of 2027.

Why pilots stall — and what does work

Pilots stall for almost always the same reason: they start with the AI instead of with the memory. The model gets no reliable context, and its output is rightly distrusted. The order that does work is dull and proven: day 1 the document foundation live, week 1 systems and people connected, month 1 the first workflow under human supervision. One workflow, measurable ROI within 30 days, and only then the next. That is how it runs today at 14 organisations, from 5 to 3,000 users, without losing a single client. You approve. They do the rest.