An AI that knows what your company knows, and tells you before you ask.

Someone asks whether Project X is on track. You open the sprint board, then the budget sheet, then the Slack channel, then you message the PM who was in the standup, and forty minutes later you have an answer nobody wrote down. Next week someone else asks the same question and spends the same forty minutes.

That loop runs in every department, every week. And the answers that never get written down leave with the people who knew them.

McKinsey finds 88% of organizations now use AI regularly in at least one function, and 6% see more than 5% EBIT impact from it. The model is not the bottleneck. What the model can see is.

Connecting tools one at a time does not fix it either. Each tool returns its own schema and its own identity model, so Jordan in Slack is a stranger to Jordan in the meeting transcript, and the AI spends its context window rediscovering connections on every query.

Fix what the model can see, and a competent model beats a brilliant person who only has their own inbox.

Your tools record everything, and nobody pulls it together. So on a fixed cadence it reads every connected source and writes a brief on what is happening and why, routed to the person who can act. Each recommendation arrives with four things.

• The evidence behind it, cited.
• What we expect to happen if you act.
• How you will know whether it worked.
• Whose call it is.

It drafts the email, the agenda, or the talking points too, so the owner opens the kit with the work mostly done. Next cycle it checks whether the action worked, and learns from the ones that did not.

One card from a week of output. The figures are fictional; the format is what our leadership reads every week. See a full week of output →

Three of the things ours watches for. Yours will be different, and AE Studio designs them with you.

• Early warning. A client's mood has been sliding for three weeks across Slack, transcripts, and response times, and the account owner hears about it before the client escalates.
• Connection discovery. Two departments are paying different vendors for the same problem, and it says so, with the saving.
• Resource intelligence. Budget burn is running ahead of plan, traced to scope nobody re-estimated, with the re-scoping conversation already drafted.

Everything below is built around your business and belongs to you.

• One queryable layer over every system your teams already use, with people, projects, and decisions resolved once.
• A cited answer to every question, traced to the message, transcript, or record it came from, and a plain "no source" when there is none.
• A weekly brief built around the decisions your leadership makes, with each recommendation routed to its owner and the email or agenda already drafted.
• Agents built for your workflows, acting through the same governed, logged path.
• The best model for each job, frontier or open-weight, swapped as better ones ship, so the system gets smarter without a rebuild.
• A first slice in weeks, built around one question your team keeps asking and grown source by source.

AE Studio does not start with a data platform. The first version connects the two or three sources behind one question your team keeps asking, ships in weeks, and earns the next source by being useful. Nothing gets connected that you did not choose, and when the system cannot cite a source, it says so.

Here is what it has done for the company that built it.

Nothing here comes off a menu. What a hospital group needs watched is not what a logistics company needs watched, so we model the sources, the brief, and the agents around your questions, your decisions, and your limits.

You also define what a good answer and a useful brief look like before we build. The system is checked against that definition, so you can see that it works the way you want.