the AI you want · by industry
The AI your industry wants — and what’s blocking it.
Pick your industry, then any outcome. We’ll show you the infrastructure gap in the way — and how we’d rearchitect the stack to unlock it. Cloud-capable isn’t AI-native.
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Banking · the AI you want
The AI banking wants is real-time, private and governed — but the estate is cloud-capable, not AI-native. Here's the AI you want, the infrastructure gap in the way, and how we'd rearchitect the stack to unlock it. Not a data project — the whole substrate.
Fraud AI that scores in-flight, not overnight
Act before the money moves — not the morning after.
why it matters
Fraud caught the next morning is fraud you've already paid out. The value is stopping the transaction in the split second it happens — which means the model has to see the payment live, as it clears.
what’s blocking it
Your risk data lands in a cloud data warehouse built for overnight reporting — it refreshes in nightly batches, so by the time a model can read it, the money is long gone. There's no real-time serving layer to hand a model the latest signals in the milliseconds a payment takes to clear.
how we’d modernise
We rearchitect the data layer into a lakehouse — a single governed store that holds both history and live data — and add a real-time serving layer on top. A fraud model then sees the current picture the instant a transaction arrives, and can score and block it in-flight.
layer by layer — minimal disruption to what’s running