Expertise 04
Data architecture & delivery
From the technical foundation to operations. With client ownership, signed RACI, documented run.
Why
AI does not live in a vacuum.
It needs a reliable data foundation, clean integration into your IS, and a well-framed operation. Without that, the brilliant pilot becomes opaque technical debt.
Our typical deliverables
AI data foundation
Pipelines, quality, observability, security. Compatible with the existing stack, not in competition with it.
MLOps platform
Versioning, monitoring, controlled deployment, rollback.
Business integrations
Connectors to CRM, ERP, internal tools. No duplication, no shadow IT.
Framed run
On-call rotations, SLAs, incident procedures, planned skills transfer.
Our commitment
You stay the owner.
Everything we deliver is documented so you can take over its operation. No lock-in, no hidden dependency.