AI-native engineering partner
AI in production. Not in pilots.
Senior engineers. AI-native delivery. Software you own.
We help growing companies turn AI ideas into working software: agents that handle real workflows, AI features inside your product, and automations your team actually uses. Fixed prices, measured results, no lock-in.
- Invoice arrives by emailSomeone downloads itManual
- Retype into a spreadsheetLine by lineManual
- Check against the purchase orderBy eyeManual
- Chase approvalEmail back and forthManual
Four manual steps, every invoice. Easy to miss, hard to scale.
Illustrative example of a typical invoice workflow, not client data.
Most AI projects stall between the demo and the business.
A prototype is easy. Making it accurate, secure, affordable and part of how your team works is the hard part. That's the part we focus on.
It works in the demo, not on real data.
We test against your real cases and agree accuracy targets before launch.
No one knows what it'll cost to run.
We estimate model and hosting costs up front and design to keep them low.
You're locked in to a vendor or an agency.
You own the code, prompts and accounts. We build on open standards so you can switch models or partners.
What we build
Three areas of work, and one simple way to start.
Agents & Automation
Take repetitive work off your team's plate, from document handling to customer conversations.
AI Product Engineering
Add AI to your product, or build a new one, with the speed AI gives and the discipline it needs.
Modernize & Harden
Make AI-built apps safe for production and bring older systems up to date.
Not sure where to start?
The AI Opportunity Sprint
In two weeks we find your best AI use cases, check your data, and cost out a pilot. Fixed price, fully credited if you go ahead.
From idea to production in four steps
01 · 2 weeks
Sprint
Find and rank the opportunities. Pick one.
02 · 4–6 weeks
Pilot
Build it on your real data. Agreed accuracy targets decide when it's done.
03 · Varies
Build
Roll it out properly: integrations, security, training your team.
04 · Monthly
Run & Improve
We monitor quality and costs, and keep improving it each month.
INSIDE AN AGENT
What “production-ready” looks like.
Every agent we build cites its sources, works within clear permissions, hands off to a person when it should, and is checked against agreed targets before it goes live. Pick an example to see the steps.
- input“Where's my order #A-1042?”
- retrieveorders.lookup(A-1042)
- policyShipping policy v3 · cited
- guard✓ no personal data leaked
- replyDrafted answer with tracking link
- eval✓ passes accuracy + tone checks
- resultsent
Built for teams that need AI to do real work
B2B SaaS and tech product teams
Add AI features your customers will use, without derailing your roadmap.
Professional services firms
Legal, accounting, consulting and agencies: put your documents and know-how to work.
E-commerce and D2C brands
Support, catalog and order operations that scale without adding headcount.
Why teams choose us
- Fixed prices, agreed upfront.
- You know the full cost before we start. How pricing works
- We guarantee the outcome, not the hours.
- If the Sprint doesn't find a costed use case, you get a full refund. The last 30% of a pilot is paid only when the agreed accuracy targets are met.
- Senior people do the work.
- Small teams, directly involved, no hand-off to juniors.
- You own everything.
- Code, prompts, data and accounts are yours from day one.
Teams we've built software for
- Qbiz
- Signity
- UFV
- The Web Guys
- Exotic
Not sure where AI fits yet?
Book a free 30-minute call. We'll ask about your work, tell you honestly where AI can and can't help, and suggest a sensible first step, even if that step isn't us.