A made-up coatings plant. Its answers, and what came back.
A 140-person maker of specialty coatings, on Business Central. Most of its volume is repeat business from accounts it has had for years: schedules from the big ones, email from everyone else.
The business is made up, and so are its answers. Everything below them is what the site gives back, unedited: the same page you'd see at the end of the questions.
Their 15 answers
- Before we start — where do you think AI could help you most?
- Answering enquiries and drafting replies
- And in your own words — which processes are the most painful or annoying right now?
- Customers email for order status and someone has to dig through the ERP to answer.
- Have you already tried to fix this?
- A new tool or system
- What best describes what you make?
- Batch or specialty chemicals.
- If twice as much work landed next month, which part would break first?
- Winning it. Reading specs, quoting, chasing the decision.
- Where does most of your work come from?
- Mostly repeat volume from accounts we already have.
- You said the first thing to break would be winning work — but most of your volume comes from accounts you already have. If you could halve the effort on one side of the business, which would let you grow fastest?
- Serving and keeping the accounts we have.
- How do orders from your existing accounts arrive?
- A mix — schedules from the big accounts, email from everyone else.
- Which systems does the business run on?
- Microsoft Dynamics or Business Central
- Where does the account relationship actually cost you?
- We find out an account is buying less months later.
- Roughly how many orders or requests come in from existing accounts?
- 60 orders or requests from existing accounts per week
- How would you find out an account had gone quiet?
- Someone notices, eventually — biggest pain
- When someone checks whether an account is cooling off, what are they going on?
- They pull the picture together first — requests, replies, hours — then make the call.
- How much of noticing an account going quiet sits with one person?
- Mostly the account lead, but someone could cover.
- When an account moves elsewhere, do you find out why?
- We don't. It just goes quiet.
From here down is their page, so “you” means them. It opens: You told us the limit is keeping the accounts you have — and the process you named is noticing an account going quiet, at about 60 orders or requests from existing accounts per week. Built from the 15 answers you gave.
About this section: First, where they thought AI would help, set against where their answers pointed; the gap is often the most useful line on the page. Then each answer that marked a problem, in the words they picked.
What stands out in your answers.
You came in thinking AI could help most with “Answering enquiries and drafting replies”. Your answers point somewhere else: no visibility of status, recurring reporting and reading and checking documents. The visible problem and the expensive one are often in different places.
- Where the drag is
How would you find out an account had gone quiet?
Someone notices, eventually.
Losing an account is rarely an event, it is a trend nobody was watching. The revenue is gone months before anybody names it, which is also months after it could have been asked about.
- Where the drag is
When an account moves elsewhere, do you find out why?
We don't. It just goes quiet.
You are making the same pitch repeatedly with no signal about which part of it fails. Everything about winning more work stays guesswork until that changes.
- Worth watching
How do orders from your existing accounts arrive?
A mix — schedules from the big accounts, email from everyone else.
Work arrives two ways, so the process has to be built twice — once for the structured path and once for everything else. The second one is where the time goes.
- Worth watching
When someone checks whether an account is cooling off, what are they going on?
They pull the picture together first — requests, replies, hours — then make the call.
Two different jobs are being done by one person in one sitting: assembling the picture, then judging it. Only the second one needs their experience.
- Worth watching
How much of noticing an account going quiet sits with one person?
Mostly the account lead, but someone could cover.
Cover exists but it is slower and less certain, which means the process quietly waits for one person even when it doesn't have to.
About this section: The same map as on the industry page, now marked from their own answers. It opens on the part of the process they named.
The same answers, drawn on your process map.
Red marks the drag.
- CustomerSends an RFQ, a spec, or a repeat order
- Raw material suppliersFeedstocks, packaging, contract services
- Where the drag isWin the workInbound RFQ through to an order in the system
- Worth watchingMake and verifySchedule, procure, run the batch, document it
- Ship and billRelease, ship, invoice, collect
- CustomerReceives product, certificate of analysis and invoice
- Where the drag isManage the accountReorders, account reviews, the renewal or price review
Click a step marked with a plus to see the work inside it.
- Where the drag is
- Worth watching
About this section: The blueprints that touch that drag, ranked, each with the answer that put it there. Press “See it on your map” to watch one take over the steps it would do.
What we would scope first.
The one blueprint that touches the drag you described.
Account health and demand signals
Reads each account's own ordering and engagement pattern, so a customer going quiet, a renewal coming up, or the next reorder is seen while there is still time to act — not found in the month-end numbers.
Because you said “Someone notices, eventually.”
All 13 manufacturing blueprints, including the ones your answers didn't point to.
Your process, not theirs.
About fifteen questions about how the work actually moves, most of them a single tap. At the end, leave your email and see your process map marked with your answers, what stands out and the agents that fit.
You'd be talking to Robert Dopart directly: the person accountable for the build, not a salesperson.
Other examples: distribution & logistics, hospitality & real estate and professional services.