The shop works. The intake does not.
AI reviewed the website, email, phone records and shared drive and found 10 places where requests or time are lost before production starts. Each item has a monetary value and parameters you can adjust to your numbers.
Band width shows the number of inquiries. Red marks what is lost before calculation; insight parameters recalculate the flow live.
Smart Workshop is a set of eight capabilities that distinguish a workshop with a managed intake from one that depends on individual people. Below is your position against this standard. The insights that follow break down the losses behind each gap.
| capability | your company | Smart Workshop |
|---|---|---|
| Inquiries are accepted 24/7 | Partly | Yes |
| Emails are processed automatically | No | Yes |
| Customers and inquiries are connected | Partly | Yes |
| Files are classified automatically | No | Yes |
| The team works from a single workspace | No | Yes |
| Routine work is automated | 2 processes | 8+ processes |
| Control is available through chat | No | Yes |
| Solution usage is measured | No | Yes |
| insight | parameters | losses | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
01No AI assistant on the websitestage 1 Visitors need an answer now: price, lead time and feasibility. Without one, they go to whoever replied. | visits/month% lost requests | $ 5 267/month 26,4 inquiries/month | |||||||||||||||||||
what AI does:The assistant answers from your catalogue and price list, clarifies material and volume, captures the contact and creates a parametrized request.2 weeks | |||||||||||||||||||||
02No 24/7 LLM telephonystage 1 17% of calls arrive after 18:00 and on weekends. The voicemail does not capture a request and not everyone calls back. | out-of-hours calls/month% without callback | $ 6 061/month 30,4 inquiries/month | |||||||||||||||||||
03Incoming correspondence is handled manuallystage 1 One inbox for four employees. Everyone reads the mail, the first available person handles it and some messages are read twice. | emails/monthminutes per email | $ 264/month 24 h/month | |||||||||||||||||||
04Repeated searches across systems Drive, email, the foreman's notebook and the manager's sheet. The same answer is searched for again every time. | searches/monthminutes per search | $ 198/month 18 h/month | |||||||||||||||||||
05No one tracks unanswered emails They are noticed when the client calls again. Median first response is 5 h 40 min; 68% arrive the next day. | unanswered requests/month% lost | $ 4 577/month 22,9 inquiries/month | |||||||||||||||||||
06Messenger requests are not recorded WhatsApp and Telegram live on managers' personal phones. When someone is away or leaves, the conversation leaves with the phone. | requests/month% lost | $ 2 424/month 12,2 inquiries/month | |||||||||||||||||||
07Quotes from drawings are calculated manually Dimensions are read by eye, coefficients from the technologist's memory, Excel is from 2019 and a Word quote is assembled for each client. | quotes/monthhours per quote | $ 1 547/month 141 h/month | |||||||||||||||||||
08No file versioning 'final', 'final_2' and 'final_corr' sit in one folder. Recency is inferred from the modification date. | revisions/monthhours per revision | $ 264/month 24 h/month | |||||||||||||||||||
09Only the shop knows the order status The client calls, the manager asks the foreman, and the foreman checks the section log. | 'where is the order' calls/monthminutes to clarify | $ 37/month 3 h/month | |||||||||||||||||||
10Schedule slippage appears on delivery day Section load is not calculated anywhere. The client learns of the delay on the day the order was due. | delays/monthdiscount/penalty $ | $ 1 126/month direct costs | |||||||||||||||||||
If it does not work
What if AI brings no measurable benefit?
The first 30 days exist precisely to test that. We take one real process, measure the result, and expand only what is confirmed. If it does not work, you lose no more than the fixed $ 1 000 assessment budget and do not enter an expensive implementation blindly.
What if implementation takes too much time?
We do not replace your systems or require long meetings and employee training. The first stage is limited to one process and takes no more than 60–90 minutes of team time.
What remains if we decide to stop?
You keep a validated audit, process map, collected knowledge, test results, documented constraints, and an implementation roadmap. Even if you stop, you know exactly where AI works in your company, where it does not, and what makes sense to do next.
method: email — 412 messages over 9 days; phone system — 288 June records; drive — 1,240 files; website — counter and form logs. 1C is not connected and cost price is excluded. Parameter values are assumptions agreed during the initial review; the rest is calculated from the sources.