Control and traceability
Your data stays in your perimeter, agent actions are logged, and consequential decisions keep a human in the loop.
The technology behind the agents
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.
Controlled infrastructure
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.
Your infrastructure
Agentica Harness
Systems & controls
Business workflow
Flat-cost economics
Why we can charge a fixed price
Token pricing scales with every step an agent takes. Local deployment turns that into a fixed cost you can control, which lets Agentica price a flat subscription instead of passing through a meter. Harness is built to make local, efficient deployment economical enough to use by default.
Controlled runtimeLocal infrastructure
→
Predictable billFlat subscription
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
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?
No. It is the proprietary technology Agentica uses to deploy and run your agents. You get the agents and the flat-cost, local-deployment economics it enables.
Does it run on our hardware?
Yes, where it matters, on your own hardware or a dedicated environment we set up and run for you.
How does it cut cost versus token pricing?
Local, efficient deployment converts variable per-token spend into a fixed, controllable cost, which lets Agentica charge a flat subscription.
How does it handle data residency and sovereignty?
By deploying inside your environment, Harness keeps inference on infrastructure you control, addressing sovereignty rather than only regional storage.
Put the infrastructure question on the table
Bring your data-boundary, operating, and cost requirements to a 30-minute call with an engineer.
Book a call