The deployment layer behind Agentica
Agentica Harness packages the runtime, model routing, controls, and observability needed to run an agent in your environment or a dedicated one we operate.
What it is
An enabler, not a product for sale
Agentica Harness isn't an inference service you buy by the token. It's the internal technology our engineers use to deploy and run agents, connecting models to your systems, running them locally where needed, and keeping the cost predictable. You don't operate Harness; you get the agents and the economics it makes possible.
The team
Residency is table stakes. Sovereignty is the point.
Models run on your own infrastructure or in a dedicated environment Agentica operates for you. Sensitive workflow data and inference stay inside the agreed boundary, while Agentica handles deployment and operation.
Architecture
Three ways to operate the runtime
The comparison stays at the structural level: cost model, data boundary, and operational ownership.
| Dimension | Agentica Harness | Closed model API | Open model without Harness |
|---|---|---|---|
| Cost model | Fixed deployment economics | Per-token, variable | Variable infrastructure cost |
| Data boundary | Inside your perimeter | Leaves your perimeter | Depends on setup |
| Operational ownership | Deployed and run by Agentica | Service operated externally | Your team assembles and runs it |
For technical and finance leaders
What this means for you
CISO / Compliance
Control and traceability
We design and build agents around your specific workflows, embedded with your team.
CFO / Finance
Forecastable cost
A fixed cost without a usage meter or a surprise bill when the agent works harder.
Architecture questions
The technology, practically
Is Agentica Harness a product I can buy?
Not on its own. It is the technology every Agentica agent is deployed on, and it comes with the engagement: the deployment fee and the subscription cover it.
Does it run on our hardware?
Yes. Agentica Harness runs an agent in your own environment, or in a dedicated one we set up and operate for you.
How does it cut cost versus token pricing?
Charging a flat fee only works if deployment is efficient and runs on infrastructure we can control the cost of. Harness is what makes that possible, so we don't meter tokens and your bill doesn't move because an agent reasoned longer or ran more often.
How does it handle data residency and sovereignty?
Controlled deployment is how Agentica ships regulated and data-sensitive work, not an optional tier: the agent runs inside your perimeter or in a dedicated environment, and your data stays sovereign by default.
