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AI & Intelligence
We build AI agents that plan, call your tools and APIs, and carry multi-step work through to the end - with approvals, audit trails and limits that keep them safe in production.
When it fits
Agents pay off when a task spans several steps and systems - triaging tickets, reconciling records, preparing reports, operating internal tools - and today a person copies information from one screen to another. We start with the narrowest task that saves real time and widen from there.
The agent's job, the tools it may call and the data it may touch, written down and enforced.
Typed, tested connections to your APIs, databases and SaaS tools.
Sensitive actions pause for a person, with the agent's reasoning shown.
Spending caps, rate limits, allow-lists and safe fallbacks when something looks wrong.
Every step, tool call and decision logged and searchable.
Recorded tasks replayed against new versions before anything ships.
How we build it
The workflow worth automating first, its tools and how success is measured.
The agent runs against safe copies of your systems while we measure it.
Approvals, limits, logging and monitoring before it touches anything real.
Shadow mode, then supervised, then autonomous where the data supports it.
Tools we use
FAQ
With the right controls, yes. Agents only get the tools and data their task needs, sensitive actions need approval, and everything they do is logged.
We're model-agnostic and choose per task - hosted frontier models for complex reasoning, smaller or open models where cost, speed or privacy matter more.
Each agent ships with an evaluation set of real tasks, and production runs are monitored for success rate, cost and escalations.
Let’s talk
Tell us what you're building. We'll come back with a clear plan, the right team and an honest timeline.