Industries

Built for how your industry actually works.

Generic AI advice doesn't survive contact with a real business. Here's where we've already put it to work, and where we're headed next.

Finance & lending

Lending decisions shouldn't take longer than the conversation that led to them.

Brokers and lenders still run on scanned PDFs, six versions of the same spreadsheet, and a folder called FINAL_v3. The opportunity isn't a chatbot bolted onto that mess — it's removing the mess itself: reading a bank statement the way an underwriter would, matching a deal across a lender panel automatically, and letting staff ask questions of your own documents instead of digging through folders.

What we offer
  • Enquiry-to-CRM automation, so nothing sits in an inbox
  • Automated bank statement & affordability analysis
  • Multi-lender matching engines built around your panel
  • Document-grounded Q&A so staff get answers in seconds, not a folder search
Already live: our team has built and maintains exactly this for a UK finance brokerage — their whole operation, from enquiry to lender match to document search, runs on it daily. Reading a bank statement by hand used to take a broker 45 minutes; the automated version returns a lender-ready summary in under two.
Affordability checkVerdict: Pass
Verified monthly income£4,820
Net monthly cashflow£1,140
Lenders matched6 of 57
No bounced payments Income verified 1 gambling flag
I don't know what I want to do after school — everyone keeps asking me though.
That's completely normal. Let's start with what you enjoy, not what you think you should say.
I like building things and helping people fix problems.
Education

AI that a school can actually trust.

Every parent and school is uneasy about AI and teenagers, and rightly so — most of what's on the market is a generic chatbot with a school logo stuck on top. The real opportunity is guidance that remembers a student over time, runs inside an environment built to be safe by design, and brings parents and staff into the same picture rather than leaving them guessing.

What we offer
  • AI career guidance companions that remember each student
  • Multi-layer safeguarded environments, built in from day one
  • AI literacy curriculum for students and parents together
  • Ongoing support once it's live — not just a launch and a handover
Already live: our team has built an AI career companion for UK secondary students that remembers each learner over time and runs inside a fully safeguarded, three-layer-protected environment — live in schools today, not a pilot.
Hospitality

Every empty room and unanswered enquiry is money left on the table.

Guests book with whoever replies first, and a small front-of-house team can't be everywhere at once — chasing a booking enquiry, updating pricing, and keeping on top of reviews, all while running the desk. AI's job here isn't to replace the welcome, it's to make sure nothing slips through the gaps around it.

What we offer
  • Instant guest enquiry & booking assistants, day or night
  • Review and reputation monitoring across platforms
  • Demand-based pricing insight so rates move with real bookings
  • Rota and staff scheduling support for lean teams
Enquiry — weekend stay, 2 guestsNew
Booking — Rossi, 3 nightsConfirmed
Review — 5★, left this morningReplied
Enquiry — group booking, 8 guestsNew

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