AI that ships,
not AI that impresses.
We were built to close the gap between AI hype and solutions you can actually deploy. We find where AI genuinely creates value in your business - then build it, measure it, and hand it over.
- Clients across
- US · UK · Europe
- Proof of concept in
- 2-4 weeks
- Engagements end with
- Knowledge transfer
Where We Work
Support triage, onboarding flows and usage analysis - the places where a product team can feel the manual load every week.
Catalogue enrichment, search relevance and returns handling, where small accuracy gains compound across a lot of orders.
Document extraction and review workflows, built with the audit trail and human sign-off the regulator will ask about.
Exception handling across shipments and invoices - the long tail that never quite fits the rules engine.
Administrative load around clinical work, kept firmly on the side of the line where automation is safe.
Proposal drafting, research synthesis and knowledge retrieval for teams whose product is their expertise.
What We Do
Four ways we help teams
get real value out of AI.
Some clients need a decision. Some need a prototype. Some need the whole thing built. We work at whichever end you're at.
01
AI strategy & consulting
Find where AI actually creates value - before you spend on it.
- AI readiness assessment
- Custom AI strategy development
- Implementation roadmap
- ROI and feasibility analysis
02
AI agents
Agents that carry real work, not agents that demo well.
- Agent design & architecture
- Autonomous decision making
- Business process automation
- Evaluation & guardrails
03
Workflow automation
Take the manual steps out of the work your team repeats daily.
- Process mapping & opportunity sizing
- Human-in-the-loop design
- Integration with your existing tools
- Monitoring, evaluation & iteration
04
Web application development
Modern, scalable products with AI built in rather than bolted on.
- AI-native product surfaces
- APIs & data pipelines
- Design & front-end engineering
- Deployment & observability
How We Work
Reduce the risk before the spend.
Every engagement is staged so you can stop at any point and still have something useful in hand.
- 01Free · 30 minutes
Discovery call
We talk through what you are trying to change and what constraints you are working under. If AI is the wrong tool for it, we will tell you on this call.
- 021-2 weeks
Assessment
A deep dive into how AI could improve your product, operations and customer experience. You get a written opportunity map that separates quick wins from the strategic bets.
- 032-4 weeks
Proof of concept
We build the narrowest version that proves the thing works on your data, in your workflow - so the decision to go to production is made on evidence rather than optimism.
- 04Ongoing
Production & handover
We ship it, instrument it, and then teach your team to own it. Knowledge transfer, mentoring and training are part of the engagement, not an upsell.
What We Believe
Opinions we'll hold on your project.
Simple solutions beat complex ones
The most sophisticated architecture is rarely the one that survives contact with production. We reach for the smallest thing that solves the problem.
Build what you need, not what's trendy
We embrace cutting-edge AI while staying grounded in real-world constraints - budget, data quality, and the team that has to maintain this after we leave.
Measurable outcomes over demos
Every engagement is tied to something you can put a number against: time saved, cost removed, or revenue that would not have existed otherwise.
No long-term dependency
We help teams develop their own AI skills through knowledge transfer, mentoring and training. Success looks like you not needing us.
Questions
Before you get in touch.
Let's find out whether AI is worth it for you.
Start with a free discovery call. Bring a problem, not a brief - we'll tell you honestly whether there's something here worth building.