MIQAS
By Ensign
2026-08-14 · 5 min read

The question that arrives after the report closes

Short answer: reports answer questions somebody anticipated. The question you actually have turns up afterwards, usually specific, usually small, and getting it answered means asking someone who has to go and assemble it. That round trip is why most follow-up questions never get asked at all.

The shape of the problem

The report lands. It says the month was up 12%. Then you think of the real question: up because of what? Was it the new campaign, or was last month just weak? Did the customers who bought twice come from the same channel as the ones who bought once?

None of those are hard questions. They are simply not the ones the report was built to answer. So they go into an email, and the answer comes back in two days, by which time you have made the decision anyway.

The cost is not the analyst’s time. It is the questions nobody bothers to ask because the answer will arrive too late to matter.

Why a general AI assistant is the wrong tool here

Ask a general chat assistant about your business and it will answer confidently from nothing. It has no access to your orders, so it produces something that reads like an answer and is not one. For a question about money, a plausible invention is worse than no answer.

The difference that matters is not how good the model is. It is what the model is allowed to look at.

Where MIQAS comes in

Insights Chat is given a structured snapshot of your workspace’s actual numbers, built from real queries against your own data, and is instructed to answer only from those figures. It is not recalling anything and it is not estimating. If the answer is not in your numbers, it does not have one.

The snapshot covers the last 30 complete days, ending yesterday, which is the same window the dashboard uses. That is worth knowing as a limit: it answers about your recent trading period, not about last year.

It reads your workspace’s own currency and timezone, so the numbers come back in the terms you actually work in, and it answers in Arabic or English depending on the language you ask in.

Insights Chat is available from Growth. Usage runs on monthly AI credits: 50 on Starter, 300 on Growth, 1,000 on Pro.

The questions worth asking it

  • Which channel produced the most orders in the last 30 days, and at what cost per order?
  • What changed between this period and the one before it?
  • Which product sold most, and which page converted best?
  • Where did spend rise without orders rising with it?

All of those are answerable from your own data in a sentence. The value is not that they are difficult. It is that asking them costs nothing, so you ask the second and third question, which is where the useful answer usually is.

What it will not do

It will not tell you what to do next; it will tell you what happened. It will not invent a number it cannot see. And it will not replace the discipline of deciding on your own orders against your own spend, which is the same measure whether a person or a model reads it out.

A report is a monthly answer to a question asked in advance. This is for the question you have on a Tuesday.

See it on your own data.

One dashboard that shows which ad drove every order; the live demo needs no card.

Related