AI Automation & Integration

What We Do

AI pointed at the work you actually repeat

Most businesses don't need an AI strategy. They need three or four specific tasks to stop eating a person's afternoon — re-typing invoice data, answering the same enquiry for the ninth time, summarising a week of tickets, moving records between two systems that don't talk. That is where automation pays for itself, and that is what we build.

We integrate into the tools you already run rather than asking you to move. And we are candid about where this technology is unreliable: anything that must be exactly right gets validation and a human check before it reaches a customer or your accounts.

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What's Included

Where it earns its keep

Scoped to one workflow or wired across several — the pieces below are the ones that pay back fastest.

01

Workflow automation

Multi-step jobs that used to be manual — triage an enquiry, draft the reply, file it, notify the right person.

02

Document & data extraction

Invoices, forms, PDFs, and scans read into structured fields, so nobody is re-typing them into a spreadsheet.

03

Assistants & chat

Support and internal assistants grounded in your own documentation, so answers come from your content, not guesswork.

04

System integrations

Connecting the tools you already pay for — CRM, accounting, email, your own database — so data moves without a person in the middle.

05

Model choice & running cost

The cheapest model that clears the bar for each task, with usage capped and monitored so the monthly bill holds no surprises.

06

Guardrails & human review

Confidence thresholds, validation, and approval steps on anything that touches money, contracts, or customers.

How We Work

Proved on your data before it goes near production

Automation is easy to demo and hard to trust. We close that gap before you commit to it.

Find the repetitive work

We look at where hours actually go and pick the tasks that are frequent, rule-bound, and low-risk to get wrong once.

Prove it on your own data

A small pilot measured against real examples and a real accuracy target. If it doesn't clear the bar, we say so rather than shipping it.

Integrate, don't replace

The automation runs inside the systems your team already uses, so nobody has to learn a second place to work.

Monitor and hand over

Logging on every run, alerts when output drifts, and documentation your team can act on — plus a switch to turn it off.

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What are you doing twice?

Tell us the task that keeps coming back and we'll tell you honestly whether automating it is worth the build.

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