AI consulting, shaped to the job
Nothing we do is off the shelf. Every engagement is consultative and each one has been different, because the work is AI built into the specifics of your business - your data, your systems, your rulebook. What repeats isn't a product. It's the categories of problem we solve.
However unique the build turns out to be, engagements run through a recognisable shape - audit, build, train, support - each phase sized to your team. And two specialist paths run alongside: Custom MCP for teams with a sharp brief, Agent UX for the customer-facing side, where your visitors now arrive via AI Search and their own agents.
The categories of work, each with the receipts.
Every engagement is bespoke, but the problems repeat. These are the ones we've solved - each links to the case study, with real screenshots and real numbers.
The world's first AI-ready job board and data platform
Jobs pulled from 19 ATS platforms, AI-enriched on the edge, and served four ways from one store - web page, XML, JSON and live agent tools.
Shopify Plus - Industrial B2B commerce, wired to SAP B1
Five legacy brand sites folded into one Shopify Plus trade store, priced live from SAP - and organic search up 35% year on year.
Retail competitor price monitoring
Five competitors' prices across a 1,250-product portfolio, checked overnight instead of by hand.
Compliance monitoring software for FCA-regulated networks
Three hours of manual checking per broker site, down to minutes - with the evidence attached to every decision.
Technical SEO audits, inside Claude
Search Console and a full crawl of your site, merged into one ranked audit you can talk to.
Retail price and product data collection, with n8n
Product catalogues from 20+ suppliers, re-scraped, enriched and served to publishers daily.
Private AI on our own hardware
The volume work moved onto our own GPUs - and sensitive data never leaves the building.
Content automation with a system behind it
Research, drafting and fact-checking at production scale, ready for your editor before publish.
Audit. Build. Train. Support.
The four phases most engagements run through, each sized to your team. Some engagements stop at The Audit; some run all four over a year.
AI Audit
Most company owners can feel the AI opportunity now. Beyond the rhetoric, what's possible with today's tools in a business like yours, this quarter?
Read the briefThe Build
You've decided to build. The harder question is how, and how to know it will work on your real data before any of it ships.
Read the briefAI Training
You can be brand new to all this. The smart money in 2026 is in learning to direct AI on your actual work, not someone else's example data.
Read the briefFractional AI Lead
By now we know your team. The Fractional AI Lead is how we keep the relationship going, on the terms you want.
Read the briefSEO. Research automation. Audit automation.
The work buyers most often arrive asking for. Each practice runs on our own systems first - you can inspect the instrument before you buy the engagement.
Search run through our own network and our own instrument.
We run SEO across our own portfolio of sites and audit with SEO Audit Console - our proprietary tool that merges your Search Console history with a crawl and prices every finding by expected clicks per developer-hour. Not a reseller's report; an instrument we built and use daily.
Standing research systems, not one-off reports.
Pipelines that watch a market and keep the answer current: live job-market intelligence, competitor and content monitoring, benchmark suites that re-run themselves weekly. Our research pages are the public face of the same systems we build for clients.
The checks your team does by hand, running on a schedule.
Compliance, quality and technical audits as deterministic-first engines with human review - including a financial-promotions compliance console currently in pilot with a regulated network, built to cite verbatim evidence and never overclaim.
Where to start, depending on where you are.
Five conversations we have most often. Find the line that sounds like your team and follow it through.
- "We're not sure where AI fits yet." Start with The Audit. Most teams who arrive here do. →
- "We have a board mandate to do something." The Audit, then The Build. The Audit becomes the paper for the board. The Build is the answer. →
- "We have a sharp brief and want to ship." Custom MCP if it's a single tool. The Build if it's a system. →
- "Our customers are starting to use AI to find us." Agent UX, alone or alongside The Build. →
- "We've already built something and want help running it." Fractional AI Lead. →
- "Our team burns days on manual research and reporting." Research automation, scoped through The Build - a standing system, not another report. →
- "We audit things by hand - compliance, quality, SEO." Audit automation. The Audit finds the expensive checks; The Build turns them into a scheduled engine with human review. →
How do these six products fit together?
Most engagements follow a four-phase arc. We start with The Audit (where AI fits in your business), ship the kit in The Build (prototype to deploy), train your team to run it (AI Training), and stay reachable on the terms you want (Fractional AI Lead). Two specialist paths run alongside that arc. Custom MCP for teams with a sharp brief who already know what they need, and Agent UX for the customer-facing side, where your visitors are now arriving via AI Search and their own agents. Some engagements use one product. Some use all six over a year or two. The arc is honest, not prescriptive.
How do you scope an engagement?
The calls are our favourite part, because we get to learn from each other. You'll get a great taste of what's possible by seeing how we use AI to get things done, rather than the rhetoric (we use alliteration on occasion if you've spotted that). We'll listen for the work that is actually expensive in your business, sketch the shape of an engagement that would address it, and follow up with a written scope. Pricing depends on what the engagement turns out to be. We do not have a price list because no two engagements have ever looked the same.
Will you sign an NDA?
Yes. Mutual NDAs are normal for the kind of conversations we have early on. Happy to sign yours or send ours.
Do you work with teams outside the UK?
Yes. The work travels well. Most of the engagement is remote, with optional on-site for the audit and the handover. We have built for clients in the US, Europe and Australia.
Forty-five minutes. No pitch deck.
We'll show you some interesting ideas, then we'll zero in on your specific challenges. If you're as excited about all of this as we are, we'll assemble a proposal.