PRACTICAL AI

The quote can’t be automated. Everything around it can.

“Automation can only be done if something is unique and uniform.”

A branch head at a national ICT distributor said this to me when I asked whether his team’s quoting could be automated. He was not being defensive. He runs a serious operation, and he was describing something true: every tender is different, every customer negotiates, and a ten-to-fifteen page quote genuinely needs a person who understands the deal.

He was right about the quote. He was wrong about everything around it.

Ninety minutes earlier in the same conversation, he had described the spreadsheet his team builds for every confirmed order — purchase price in one document, selling price in another, reconciled by hand, ten to fifteen minutes each. He had described the quote being checked by two people over email, because email is the only place an approval leaves a trace. He had described chasing expected delivery dates from head office, weekly, by asking.

None of that changes from one order to the next. It is the same operation repeated around a genuinely variable core.

Which parts of my work are actually different every time?

The short answer: far fewer than it feels like. Describe a task aloud to someone who does not do it, and notice where you say “it depends”. Those moments are the variable core, and they usually take a small fraction of the time. Everything on either side of them is the same every time.

Gathering the inputs, checking the output, formatting it, sending it, recording that it was sent, chasing a response — none of that changes between one instance and the next. When a business says its work cannot be automated, it is almost always describing the “it depends” part accurately and then extending that description across the whole task.

In quoting, the judgement is which price to offer and which terms to concede. The judgement is not finding the current price of forty line items across a hundred and fifty pages of price lists, or checking that the quote matches the purchase order before it becomes an invoice.

A useful definition, because the word gets used loosely: a variable step is one where two competent people, given the same inputs, would reasonably produce different outputs. Everything else is uniform, however complicated it looks.

So what does automating a quote actually do?

The short answer: it reads the customer’s request, finds each item in your price lists, drafts the quote in your format, and hands it to a person to check. The person still sets the discount and handles the negotiation. They stop doing the looking-up and the typing.

Suviq is building this for an electrical components trader whose price lists run to roughly a hundred and fifty pages. The interesting part of that build is not the model. It is that the price lists change, so the assistant has to be updatable by the business itself, without anyone calling us.

To find the equivalent in your own operation, in order:

  1. Pick the task your team complains about most.

  2. Have the person who does it record themselves doing it once, narrating.

  3. Transcribe it and mark every point where they say “it depends” or “usually”.

  4. Add up the time between those marks. That is the uniform portion.

  5. Automate that portion first and leave the marked steps alone.

Most people are surprised by step four.

What does it feel like when it works?

The short answer: the quote should go out the same day instead of the next one. That matters more than the hours saved. When three suppliers are quoting the same customer, the first credible quote sets the frame.

The person who used to spend their morning retrieving prices spends it talking to customers instead, which is what they were hired for and usually what they would rather be doing.

There is a quieter gain too. Every time a price is copied by hand from one document into another, there is a chance of the wrong row, an old list or a missed digit. The branch head’s team reconciles purchase and selling prices by hand for every confirmed order because they have learned not to trust the copy. Take the copying out, and most of that checking goes with it.

So: can quoting be automated? The quote itself, no. The judgement in it is real and it should stay with a person. Everything wrapped around that judgement, yes, and it is usually most of the time spent. The question worth taking back to your own business is not whether your work can be automated. It is which layer of it is genuinely different every time, and whether the layers on either side have ever been examined.

Client details are anonymised and used with the client’s knowledge.

Frequently asked questions

Can AI prepare a complete B2B quotation on its own?

No, and it shouldn’t. AI can read the customer’s request, find each item in your price lists and draft the quote in your format. Choosing the discount, the payment terms and what to concede in a negotiation stays with a person who knows the customer. The split that works is AI drafting and a person deciding, with a short check before anything goes out.

What do I need in place before automating quotes?

Three things: your price lists in a digital file, even a messy Excel or PDF; twenty or thirty past quotes, so the format and usual terms can be followed; and one person who will check drafts for the first few weeks. You do not need a new ERP or a clean database to start.

Our price lists change every week. Can automation keep up?

Yes, if it is built for that from the start. The assistant should always read whichever price list is current, and someone in your team should be able to replace that file without calling a developer. If updating prices needs outside help, the system will be out of date within a month and people will stop trusting it.

Will automating quotes replace my sales coordinators?

Usually not. What goes is the looking-up and typing: finding prices, copying line items, reformatting. Coordinators keep the parts that need judgement, such as checking margins, handling exceptions and talking to customers. In most businesses that means faster quotes from the same team, not a smaller team.

Which part of quoting should I automate first?

The price lookup. Finding the current price for each line item is usually the slowest step and the easiest to check, because a wrong price is obvious against the list. Drafting the document in your format comes next. Leave approval workflows until the first two are trusted by the people using them.

Is it safe to put our price lists into an AI tool?

Yes, on a business plan or a setup inside your own cloud account, never in a free consumer chatbot. Free consumer chatbots can use what you type to improve their models, so keep pricing out of them. Business plans from the major AI providers commit not to train on your data, and a custom setup can run inside your own cloud account so the files never leave it.

Not sure where to start? The score will tell you.

Not sure where to start? The score will tell you.

Intelligence, well applied.

Suviq AI Advisory LLP · Registered office: GR2 Josephine Villa, 44 St. Andrews Rd., Bandra (W), Mumbai - 400 050. · LLPIN: ADB-1704

Intelligence, well applied.

Suviq AI Advisory LLP · Registered office: GR2 Josephine Villa, 44 St. Andrews Rd., Bandra (W), Mumbai - 400 050. · LLPIN: ADB-1704