Guni

The private infrastructure your AI agents run on.

A useful agent is mostly plumbing: an orchestration loop, tools it can call, memory and retrieval, and observability so you can see what it did. We build that layer properly, inside infrastructure you control, so your agents are reliable and safe to operate.

A long aisle between rows of white equipment cabinets in a server room
Photo by İsmail Enes Ayhan on Unsplash. Credits

The problem

Teams wire agents together from sample code and hosted services, then hit the hard parts in production: state that leaks between sessions, tools with too much access, no tracing when something goes wrong, and prompts and data leaving for a third-party cloud.

How we solve it

An agent platform built to be operated.

01

Runtime and orchestration

The agent loop, tool calling, retries and human-in-the-loop approval, structured so behaviour is predictable and testable rather than improvised.

02

Tools, memory and retrieval

We wire the systems your agents act on, plus the memory and retrieval they need, with scoped access and data kept inside your infrastructure.

03

Private by design

Deployed in your own cloud or on your own servers. Your data is never used to train models, and it never leaves infrastructure you control.

After launch

We stay and keep it running.

Agent frameworks and models change fast. We keep the platform current, observable and secure for one fixed monthly fee, so your agents improve without a rebuild.

“…quickly developed subject matter expertise across both technical and product domains.”
Client, UK

Common questions

Where do our agents and their data run?
In your own cloud account or on-premise. Prompts, memory, tool traffic and data stay inside infrastructure you control, and are never used to train models.
Do you also secure the agents you build?
Yes. Hardening is part of the build, and we offer a dedicated AI agent hardening service for threat modelling, guardrails and monitoring.

Book a call

Talk to the engineers who would build it.

A free 30-minute consultation about the process you want to improve. We will tell you honestly whether AI fits.

Related services

Let’s talk

Got a process worth fixing? Find out in 30 minutes.

Talk to the engineers who would build it. We’ll tell you honestly whether AI fits. Or see our products work in a 20-minute demo.