Getting AI past the pilot.
Most organisations have now run a promising AI trial that quietly went nowhere. We do the unglamorous part: pick the process that's actually worth automating, build it on Claude, wire it into the systems you already run, and leave your team able to operate it without us.
Fixed-fee pilots
Scope, cost and success measure agreed in writing before we start. No open-ended day rates, no scope drift billed back to you.
Something working every fortnight
Real output on a real cadence, not a status update. Progress is visible or it isn't progress.
Yours at handover
Source code, documentation and a named owner inside your organisation. Support afterwards is optional, never a dependency.
A UK consultancy
helping organisations put AI to work
on the jobs that actually cost them time. 
A small firm that builds things that hold
Enablai exists to do one thing well: take AI past the pilot stage inside real organisations. We are a UK consultancy, we build on Anthropic's Claude, and we work with teams across Britain and Europe.
Two weeks inside your workflows to find the handful of tasks where AI pays for itself — and to name the ones where it won't.
- Process and data review
- Shortlist, sized and ranked
- Costed roadmap you own
Working software, not slideware. We build on the Claude API and connect it to the tools your team already lives in.
- Prototype in weeks, not quarters
- Connectors to your systems
- Handover with source and docs
The repetitive middle of your operation: reading documents, checking them, routing them, drafting the reply, flagging the exception.
- Extraction and validation
- Human sign-off built in
- Audit trail on every run
Tools fail on adoption far more often than on capability. We train the people who'll use it, in their own workflow, with their own examples.
- Role-based workshops
- Prompt and review playbooks
- Internal champions supported
The policy, the register and the controls that let your board sign off — written in plain English, sized for your organisation.
- Acceptable use policy
- Risk register and controls
- Data handling and retention
Honest about limits, 
serious about handover
Make AI ordinary
The goal isn't a flagship project. It's ten unremarkable improvements that quietly hold, in the parts of the business nobody demos.
Leave you independent
Every engagement is designed to end. We'd rather be re-hired for the next problem than retained for the last one.
Be honest about limits
Some processes shouldn't be automated, and some tools aren't ready. Telling you that early is worth more than the fee we'd have earned.
Keep people in the loop
We build systems that draft, check and flag — with a person accountable for anything that carries weight.
Fixed pricing
Scope, cost and success measure agreed in writing. No open-ended day rates, no scope drift billed back to you.
Delivery cadence
You'll see real output on a real cadence, not a status update. Progress is visible or it isn't progress.
Twelve weeks from first call to handover
A typical engagement. Every phase ends with something you keep, whether or not you continue to the next one.
Map
We sit with the teams doing the work, follow the process end to end, and come back with a shortlist of what's worth building.
- When: Weeks 1–2
Prove
One idea, built for real against your data, with a success measure agreed in advance. If it misses, we say so and stop.
- When: Weeks 3–6
Embed
Into production and into the working day: integrations, permissions, sign-off steps, monitoring, and training for the people using it.
- When: Weeks 7–12
Hand over
Source code, documentation and a named owner inside your organisation. Support afterwards is optional, never a dependency.
- When: Then it's yours
Eight sectors, one pattern: skilled people losing hours to repetitive work
Where we focus
We work best with UK organisations of roughly 10 to 75 people whose day runs on documents and correspondence, or on scheduling, quoting and follow-up. These are the sectors where we see AI pay for itself fastest.
Accountancy and bookkeeping
Categorisation, reconciliation support, client reporting and correspondence.
Recruitment and staffing
CV screening against role criteria, job specs, candidate and client follow-up.
Marketing, PR and creative agencies
Research, first drafts, reporting and the admin around client accounts.
Legal services
Correspondence drafting, document review support and case-note summaries, with confidentiality designed in.
Insurance brokers and IFAs
Renewals, client communications and the paperwork behind compliance.
Field service and trades
Quoting, scheduling and customer follow-up that currently loses jobs to slow replies.
Wholesale and distribution
Order handling, inventory queries, supplier communications and quotes.
E-commerce and B2B operators
Customer service volume, catalogue content and wholesale account admin.
Accountancy and bookkeeping
Categorisation, reconciliation support, client reporting and correspondence.
Recruitment and staffing
CV screening against role criteria, job specs, candidate and client follow-up.
Marketing, PR and creative agencies
Research, first drafts, reporting and the admin around client accounts.
Legal services
Correspondence drafting, document review support and case-note summaries, with confidentiality designed in.
Insurance brokers and IFAs
Renewals, client communications and the paperwork behind compliance.
Field service and trades
Quoting, scheduling and customer follow-up that currently loses jobs to slow replies.
Wholesale and distribution
Order handling, inventory queries, supplier communications and quotes.
E-commerce and B2B operators
Customer service volume, catalogue content and wholesale account admin.
Tell us where the time goes
A UK consultancy helping organisations put AI to work on the jobs that actually cost them time.
Fixed pricing
Scope, cost and success measure agreed in writing. No open-ended day rates, no scope drift billed back to you.
Delivery cadence
You'll see real output on a real cadence, not a status update. Progress is visible or it isn't progress.
What we need from you
A few hours with the team who do the work, and one decision-maker who can unblock things.
Measured after go-live
We'll estimate time saved rather than promise transformation, and we'll measure it after go-live so you know what you actually bought.
Start a conversation
Tell us what is eating the hours. We reply within two working days.