AI use cases often start bottom-up. A team has a problem, builds something that helps and never tells anyone. This also happens in other teams.
Without an overview of what each team is running, two departments could spend three months each building the same tool. And when there's no centralised documentation and review process, you also run the risk of exposing confidential data.
How Scattered AI Initiatives Cost You
You have no overview
No owners, no costs per use case, no way to answer what's running. Every AI budget conversation turns into a guessing game.
The same tool gets built twice
Sales builds a document parser. Legal needs one for contract review six months later and starts from zero, because nobody knew the first one existed.
Compliance and safety go unchecked
A tool built in a week can be sending customer data to a model nobody approved, with no logging and no review. You find out when someone asks, and by then it's been running for months.
A resignation becomes an outage
When the person who built it leaves, the system keeps running until it doesn't, and then nobody knows how to fix it.
What an AI Platform Changes
Think of an internal app store. Each use case is an app, built by the team that needs it and shaped around their problem. Underneath, they share one infrastructure: approved models through a single gateway, access control that follows your existing identity management, retrieval over your company data, evaluations before anything ships, logging and cost tracking.
Teams keep building what they need. You get the overview, and the next team starts from what the last one built instead of from a blank page.
Costs become predictable
Every request goes through one gateway and carries a price.
Quality becomes consistent
Every use case passes the same evaluations, whichever team wrote it.
Swapping a model is one config change
One change, in one place, when the model you're on gets deprecated or repriced.
In a 30-min session we'll walk you through some of our works from other client projects, what would carry over to your company and what a sensible first step looks like.
Thanks, that's with us.
We'll come back within two working days to find a time. If it's urgent, ring 089 / 18 94 65 40.
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