Deployment is where applied AI succeeds or fails.
Most AI projects stall between the demo and production. Our teams exist to close that gap.
Deployment teams embedded in your company

AI Engineer | Makes it work.
Builds the agents, integrations and evaluations inside your stack, and makes them reliable in production.

Deployment Strategist | Makes it matter.
Picks the use cases that move your numbers, redesigns the workflow and drives adoption across teams.
From MediaSwapp-led to full client ownership, by design.



Get the right use case into production, fast.
- 01
Discover
Map the workflows, the data and the bottlenecks. Rank use cases by value and feasibility.
- 02
Design
Redesign the workflow around agents, define success metrics and the human checkpoints.
- 03
Build and test
Build on the AI OS, connect your tools and evaluate on real scenarios before launch.
- 04
Launch and scale
Go live, measure, improve — then move to the next use case on the same foundations.
Deploy anywhere
-
MediaSwapp cloud
The fastest path to production, fully managed.
-
Your cloud
Deployed in your own cloud account and region.
-
On your infrastructure
For data that must never leave your environment.
-
Open-source models
Self-hosted open models wherever privacy or cost demands it.