The phrase "custom AI build" sounds intimidating, partly because the same phrase gets used for £500,000 enterprise rollouts. For a small or medium-sized business, it almost never means that. It usually means a single, focused tool that your team opens on a Monday morning to do one specific job better.
The shape of a typical build
- Scope: one workflow, end-to-end. Not a platform.
- Timeline: around two weeks from kick-off to handover.
- Price: fixed, from £2,500, agreed before any work starts.
- Output: a working web app, hosted, with your branding, that your team logs into.
- Included: a short training session, written documentation, and a sensible handover so you're not locked in.
That's it. No retainer, no per-seat trap, no roadmap of ten future modules. One tool, one job, one fixed price. The full shape lives on the AI Builds page.
Five real examples of what a build can do
1. The enquiry triage and first-draft replier
Inbound enquiries land in one place, get categorised, and a first-draft reply (with quote, availability, or follow-up questions) is generated for a human to approve and send. Cuts a couple of hours a day off whoever currently sits on the inbox, and stops good leads going cold over a busy weekend.
2. The quoting assistant
A small internal tool that takes the details of a job (site, scope, materials, dates) and produces a first-draft quote in your house style, using your historic pricing as the reference. The estimator still reviews it, but the blank-page bit is gone.
3. The "ask our documents" tool
A private search box for your own policies, manuals, contracts, past quotes and SOPs. New starters stop interrupting senior staff. Long-serving staff stop digging through folders called final_FINAL_v3. Answers come back with the source document, so nothing has to be taken on faith.
4. The spreadsheet replacement
That one giant spreadsheet that half the business depends on, rebuilt as a small focused web app: proper forms, proper permissions, no more "who's got it open?". Often the single biggest quality-of-life upgrade a small business gets in a year.
5. The app-to-app automation
The quiet one. A build that just moves information between the tools you already use, so a booking in one system turns into a customer record in another, a calendar invite, a confirmation email and a checklist for the team, with no human re-typing anything.
What it deliberately isn't
- Not a replacement for your accountant, your lawyer or your judgement.
- Not a giant platform you'll spend a year rolling out.
- Not a contract that locks you in to monthly fees forever, the tool is yours.
How a build usually starts
Most builds I do start as a conversation, not a brief. Either a 30-minute ad-hoc advice call to sanity-check the idea, or a full AI Audit to pick the right first build out of three or four candidates. From there it's a fixed scope, a fixed price, and a working tool in your hands inside the month.
If you've got a workflow in mind that sounds like one of the five above, it almost certainly is one of the five above, and it's almost certainly buildable. Drop me a line and we'll have a proper look.