Agents with judgment, not just answers.
Production agent systems that plan, use tools, remember context and escalate when they should. Built for reliability first, cleverness second.
Capabilities
What I build.
Specialised agents that hand work to each other, with a supervisor that keeps the whole thing on task.
Agents that can read your database, call your APIs, draft in your CRM and act inside your existing software.
Tier-1 resolution, incident triage and intelligent escalation that knows when to hand off to a person.
Agents that gather, cross-check and summarise, delivering sourced briefs instead of guesses.
Long-term context so the agent remembers accounts, preferences and history across sessions.
Test suites, red-teaming, rate limits and policy layers. You know exactly how it behaves before it meets a customer.
Process
How it goes.
We pick one role with a measurable outcome and write the agent’s mandate and limits in plain language.
The agent is built against a test set of real cases and iterated until it clears the bar.
Shadow mode, then supervised, then autonomous. Telemetry at every stage.
Toolkit
Contact
Let’s talk custom ai agents.
A few lines about what you are building is enough. I reply personally within one business day.
I read every message personally and reply within one business day.