Some time ago, we needed a quote for a timber-frame house. We sent the same enquiry to several builders. Then we waited. Some replied after a few days. Some did not reply at all.
We do not think these builders were bad at their work. The delay was not about quality. It was about the process. The enquiry landed in an inbox, and nobody owned it until somebody had time.
This is normal in many companies with 5–50 people. It is also expensive. This article explains why, what AI can answer at once, and what a person must still approve.
What a slow reply costs
A customer who asks for a price rarely asks only you. Often they send the same email to several companies. Then they compare the replies.
While they wait, three things happen:
- They talk to the companies that replied. The first useful answer gives the customer a frame: a price level, a timeline, a list of questions. Later replies are compared against that frame.
- They lose interest. A project that felt urgent on Monday feels less urgent on Friday. Some customers drop the idea or move it to next year.
- They form an opinion about you. If a quote takes a week, the customer asks: how long will a warranty question take?
You do not see these lost deals. They do not appear in any report. The customer simply never replies to the quote that arrives late. That is why slow replies are easy to ignore.
Why the reply is slow
In most companies we talk to, the reasons are the same:
- The enquiry arrives in a general inbox, and nobody is responsible for it.
- The person who can price the work is on a site, in production or in meetings.
- The enquiry is missing information: dimensions, location, timeline, drawings. Somebody must ask for it, and then the thread waits again.
- The price list lives in an Excel file, in somebody's head or in old quotes.
- Every quote starts from zero in a Word template.
None of this is a technology problem first. It is a process problem. But when the process is clear, AI can remove most of the waiting.
What AI can answer at once
AI is good at work that is repetitive and based on text. Price enquiries are exactly that. Here is what an AI workflow can do in the first minutes after an enquiry arrives:
- Confirm receipt. A short, polite reply says the enquiry has arrived and when the customer can expect a quote. This alone changes how the customer sees you.
- Ask for missing information. The AI reads the enquiry and compares it with your checklist. If the floor area or the address is missing, it asks for it in the same reply.
- Classify the enquiry. Is it a standard product, a custom project or something you do not do? Each type goes to a different person or a different template.
- Find prices. The AI reads your price list and earlier accepted quotes. It finds the items that match the enquiry.
- Draft the quote. It fills your template, calculates the totals and prepares the PDF and the email text.
- Remind. If the customer does not reply in a few days, it prepares a reminder.
A good test question: could a new employee with your price list and a written checklist do this step? If yes, AI can usually do it too.
What a person still approves
Speed does not mean that AI decides everything. In our workflows, a person approves every step that touches money, a customer commitment or a decision. For quotes, that usually means:
- The final quote. The AI drafts it. Your person checks it and sends it.
- Discounts and special terms. These are business decisions, not calculations.
- Delivery dates. Only your team knows the real workload for the next month.
- Work that does not fit your rules. The AI marks it for a person and does not guess.
You decide where the line is. Some companies let the AI send the receipt and the questions automatically. Others want to approve every message at first and give the AI more freedom later. Both are fine. The point is that the rule exists in writing and the AI follows it.
Every AI step is also logged. If a quote looks wrong, you can see what the AI read, which prices it used and who approved it.
An example
For example, a 12-person installation company gets about 15 enquiries a week. Today, the owner prices each one in the evening. Customers wait two to four days.
With an AI workflow, the flow could look like this:
- An enquiry arrives at 10:05.
- At 10:06 the customer gets a reply. It thanks them, asks three questions and promises a quote within one working day.
- The customer answers at 11:30.
- At 11:32 a draft quote waits in the owner's approval queue.
- The owner checks it between two calls and sends it at 13:00.
The numbers above are only an illustration. The real numbers depend on your products, your price list and how many exceptions you have. That is exactly what we measure before we build.
How to measure your own speed
Before you buy anything, measure where you are. It takes one week and no software.
- Send yourself an enquiry. Ask a friend to send a realistic enquiry to your public email address. Note when the first reply arrives and when the quote arrives.
- Check the last 20 enquiries. For each one, record when it arrived, when you first replied and when you sent the quote.
- Note what was missing. How many enquiries needed a second round of questions?
- Note who did the work. Is it always the same person? What happens when that person is on holiday?
These four checks tell you a lot. You learn your time to first reply, your time to quote, how many enquiries arrive incomplete and how much you depend on one person.
What you can fix without AI
Some improvements do not need AI at all. We often start here, because AI works best on a clean process.
- Name one person who owns the enquiry inbox each day.
- Write a checklist of the information you need for a quote.
- Keep one price list in one place, with a date on it.
- Use one quote template for each product type.
This is the "simplify" step of our method. It often saves the first hours before anyone writes a line of code. You can read more about the idea in Process first, then AI.
Start with the process audit
If price enquiries wait too long in your company, start with a process audit. In one week, we map how enquiries move through your company today. You get a process map and 3–5 automation opportunities with time saved, risk and price. You also get a fixed-price offer for the first workflow. The audit costs €1,490 + VAT. If you continue within 30 days, we deduct it from the build.