Wherever you are, we meet you there — and walk with you toward an enterprise that learns. Since 2008 we've made brands feel human. Now we do the same for AI.
Sound familiar?
Curious
“We know AI matters. We just don’t know where it fits us.”
Perfect. Curiosity is the best raw material we work with. We start with your questions, not our slides.
Experimenting
“We’ve run pilots. Some sparked. Most fizzled.”
That’s not failure — that’s a map. We read what the pilots taught you and build the one that sticks.
Scaling
“It works in one team. Now the whole company wants in.”
This is where craft matters most. We turn a good tool into a shared way of working — without losing the humans in it.
Learning
“We want a company that gets smarter every day.”
So do we. This is our research frontier — systems that accumulate knowledge instead of just retrieving it.
How we work
We're a creative company that fell in love with a hard problem. The craft didn't go anywhere — it just found bigger canvases.
Not a 200-page strategy deck. A path — shaped around your people, your pace, your first believable win.
A living layer for organizational intelligence. Clear stream, not black box — your teams can always see how it thinks.
Learning-Augmented Generation — our wager that the next enterprise won’t just answer questions. It will remember the answers.
Where we come from
Since 2008, from Paris to Singapore, Shanghai to Dubai, we've built the things brands and enterprises actually run on. Now we're pouring all of it into AI — helping clients reach more beautiful, more elegant, more creative solutions faster than ever, while reinventing everything AI touches with the same creativity we've always brought.
The Japanese have a word for the work you were made for — where what you love, what you're good at, and what the world needs meet. This is our ikigai.
Digital and social work that reached over 200 million people, for brands across three continents.
LMS systems that whole institutions run their teaching on.
Scheduling and reservation engines handling real operational load, every day.
Ecommerce built end-to-end — catalog to checkout to fulfilment.
Community and content systems managed at scale, in every market we serve.
Singapore · Hong Kong · Shanghai · Bangkok · Chennai · Paris · Dubai
The platform
From knowledge to agents to continuous learning. Clear stream, not black box — your teams can always see how it thinks. Built on your stack, not beside it.
Explore the platform →Everything your organization knows — unified, current, findable by people and agents alike.
What you’ve seen, decided, and learned. Context that doesn’t evaporate between conversations.
Purpose-built agents that act inside real workflows — not demos on the side.
Many agents, one direction. Coordination, routing, and tool use that hold together.
Every action explainable, every permission visible. The clear stream, kept clear.
The loop closes here. Feedback becomes improvement, every single cycle.
Portals, search, copilots — the surfaces where your people actually feel it.
Where it lands
Marketing
From reporting on campaigns to systems that learn what converts — and act on it.
Finance
Close, compliance, and risk with decision-ready context instead of spreadsheet archaeology.
Operations
Routing, planning, and exception handling that gets a little better every cycle.
Customers
Service that resolves, remembers, and improves with every interaction.
Commerce
Merchandising, pricing, and inventory decisions driven by live demand — not last quarter’s guess.
Knowledge
Your organization’s knowledge — findable, current, and usable by everyone.
Proof, not promises
In build right now
Some of our best work right now is the kind we can't talk about yet.
Enterprise agentic platforms taking shape with major enterprise groups across entertainment and manufacturing — early, real, and under NDA. We'll tell these stories the moment we're allowed to.
Already out there
AI has been quietly finding its way into our everyday work for years — guided service flows for Yas Driving Academy, intelligent campaign systems for Hershey's, and dozens more where it simply made the work better without making a fuss about it.
Talk to us about what's possible →Wherever you step in, the water is moving the same direction — toward an organization that remembers what it learns.
Brands we've grown with since 2008
From the research desk
“Retrieval answers questions. Learning accumulates capability.”
We're developing Learning-Augmented Generation — systems that don't just retrieve knowledge, but accumulate it. It's our wager on where Enterprise AI goes next, and we're making it in the open.
Read the research →Thirty minutes. No slides. Real thinking about where AI fits your company — and where it doesn't yet.