Behind 11,000+ brands in production
We build AI that reaches production.
Most AI stalls after the demo. We build the platform underneath it, end to end, and prepare your team to run it.
The demo is the easy part.
The model works in a notebook, the slides look good, and nothing reaches the customer. The reason is almost always the same: the platform underneath is not ready. Data is fragmented, costs are unpredictable, governance is missing, and teams are not set up to operate AI as a daily capability.
What we build
Five layers we design, build and operate
AI products
Customer-facing surfaces: recommendation engines, copilots, translation, personalisation, attribution.
This is what shows up in the P&L.
Internal AI assistants
Permissioned, per-team AI that offloads marketing, support, ops and engineering.
Where the productivity story lives.
Data foundations
Clean, real-time, single source of truth for the whole company.
Without this, none of the above is reliable.
Guardrails
Cost, quality, performance, privacy, compliance.
Without this, none of the above is safe at scale.
AI enablement
Co-facilitated AI upskilling and training that turns tool access into real adoption across your organisation.
Explore the programme
See it working
Three scenarios you can operate right now.
Anchor case
The platform behind a Shopify loyalty leader serving 11,000+ brands.
Production AI in use today: a recommendation engine that surfaces the right loyalty offer to the right shopper, automatic localisation into 130+ languages, lifetime-value and retention insights, and internal AI assistants for marketing, support and engineering.
Figures from the engagement above, measured against its pre-platform baseline. Client names are under NDA; we share references on a call.
Track record
The same approach, across industries.
How we work
Three principles on every engagement.
- Foundations first - We build a clean, queryable database before layering AI on top.
- AI proposes, the expert approves - A human stays in the loop for anything that matters.
- Measurable pilots, no hype - We prove each idea on your own data before scaling.
Let's talk about your AI platform.
A 30-minute call to see what's worth building first.
Book a call Email us