Tag
A new platform launches with a wager: that AI should work inside a company's own systems, not beside them — turning customer operations from a room full of people doing lookups into something a small team supervises rather than staffs.
Large healthcare and medtech companies are not short of data. They are short of the organisational structure to let it move. MCP is the technical unlock — but the harder question is structural.
The MCP architecture for large organisations is shaped by what already exists. A look at the gateway model, federated domain ownership, the legacy interface pattern, and the phased rollout that builds organisational trust.
How we built a production computer vision service on a Chinese 8B parameter model that costs almost nothing — and why that was the right engineering decision.
A look at how large organisations are adopting AI at the infrastructure level, not just the application layer.
Why platform teams build for everyone and end up serving no one — and how to escape the trap.