WhyAML Companion

    Your staff are already asking AI. Nobody is writing it down.

    Compliance questions arrive at the pace of client work. The people who can answer them properly are available at the pace of professional services. So the question goes into a chatbot - and a general model will answer anything, including the questions it should not.

    Of 1,587 real practitioner questions
    777
    needed more than an answer

    We classified 1,587 real questions from UK practitioners in 2026. 810 could be answered as asked. The other 777 needed narrowing, a safeguard, escalation or declining. A general chatbot answers all 1,587.

    Asked by UK practitioners in 2026.
    The exposure

    Roughly half the time, the answer is helpful. The practitioner cannot tell which half they are in.

    “My client has asked to pay from an account in someone else’s name. What should I say to him?”
    The gap

    The tool is available to everyone. The judgement isn’t.

    Nothing stops a practice using AI for compliance work. What is missing is everything that has to happen around the answer.

    What a general assistant does
    Receives a question. Produces text.

    It cannot tell a research question from a disclosed suspicion. It answers every question, knows nothing of your firm, and leaves no record.

    What a regulated practice needs
    Classifies first. Then answers what it may.

    It types the question before answering, applies your firm’s own position, redacts before anything leaves, and writes the exchange to your compliance record.

    The model is not the control. The routing is.

    Where the route is decided, and why it cannot move.
    What happens before the answer

    Four things run before a single word is written

    Each question is typed, scored for the signals it carries, stripped of identifying detail, and recorded. The route the classification produces is what decides the response.

    Step one

    What kind of question is this?

    A question about what the regulations say is not the same event as a question about a client who has just told you something you do not believe. To a general model they look identical: English, about money laundering.

    Companion separates them before anything else happens - general law, firm procedure, applied to a live client, or outside scope altogether.

    Why now

    The questions are already being asked

    This is not a decision about whether to introduce AI into your practice. That decision has been made, informally, by whoever was on the hook at four o’clock on a Friday.

    01
    It is running now

    Every week you wait is another week of questions nobody can produce.

    Asked in good faith, answered confidently, recorded nowhere. The body of them only grows.

    02
    It surfaces all at once

    Nothing goes wrong until everything does, at a visit or a complaint.

    And when it arrives it reads as a pattern rather than an incident - which is a different conversation entirely.

    03
    It cannot be backfilled

    You cannot go back and make a record of a decision nobody remembers making.

    A gap you can close next week is a cost. A gap made of things that already happened, unrecorded, is permanent.

    The only decision worth making today is the date this stops accumulating.Everything before that date stays missing.

    It comes with your credits

    The question is coming anyway. Make sure it is on record.

    Companion is free to use with your credits, inside the portal you already use. No subscription, nothing extra to buy, and credits last 24 months.