The Gradient platform

Anyone can demo an agent.
We run them in production.

A secure harness, your business context and the right model
for every task - under every agent you run.

Architecture

Five layers. One secure foundation.

Every agent - ready-made, customized, or built by your team - runs on the same stack.

Marketplace & Studio

Plug-and-play agents, customization, and human–agent collaboration.
Learning

The agents improve over time - from feedback, outcomes and each other.
Knowledge Fabric

Agents act on your business context - your assets, identities, and history.
Agent Harness

Security guardrails, evals, and reusable tools and skills under every agent.
Multi-LLM

Open-source or frontier - the right model for every task.

The challenge

Every way to bring AI into security hits a ceiling.

Teams reach for point solutions, build their own, or hand it to a services firm. Each one gets part of the way - then stalls.

vs. Point solutions

With Gradient: One platform, many agents - all grounded in your business context.

Point solutions: One tool per problem, and another console for every gap. None of them sees your program as a whole.

vs. Building in-house

With Gradient: A secure harness out of the box, on any LLM, with production-grade agents.

Building in-house: Easy to demo, hard to run. Quality, scale, security and token costs break the moment it hits production.

vs. Services & MSPs

With Gradient: Agents that run at machine speed - at a fixed, predictable price.

Services & MSPs: Slow to start, and the value is capped by headcount. More coverage means more people.

Security first

The LLM is never the security boundary.

The boundary lives outside the model, as deterministic controls it cannot bypass - regardless of what it "decides."

independent layers of control around every agent

of them depend on the model behaving

Every layer must fail before an injection becomes a security event, and agents earn autonomy only as they prove it. We walk your security architects through each layer.

See how your agents stay secure

Integrations