Agents at work
What our AI agents actually do in production.
Deterministic software handles the predictable work. Agents take the exceptions that need investigation. Validation rules check the result, and unresolved uncertainty goes to a person. Each write-up below covers one deployment: the workflow, the controls around the agent, and what was measured. The engineering pattern behind them is set out in our agentic AI practice.
Deployments and write-ups
Published newest first. Client identities are omitted where the work is under agreement.
AI Agents for Business: Add Judgment Where Automation Breaks
A practical pattern for combining deterministic workflows, bounded agentic reasoning, validation rules and human review, without handing an AI model unrestricted control of the process.
Read the write-up →
Enterprise Search: Find What Your Business Already Has
How domain-customised search recovers relevant products, documents and records lost to misspellings, word order, specialist vocabulary and real-world queries.
Read the write-up →Ready to Transform Your Business?
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