Agent deployment
Employing AI agents to execute and follow up on operational tasks — reports, correspondence, data entry and scheduling — under direct human supervision.
The fourth step of my method says: write the system so it runs without me. That used to mean a page someone else could read. Now it means something further — an agent that carries it out.
This is not "using AI tools". It is building a route with an input, an output and an owner — exactly like any operating procedure, except the thing executing it is a machine.
A weekly report, data entry, a follow-up, an internal message. Done by hand every time, at the same cost, with the same mistake.
I break the task into explicit written steps and state its inputs, its outputs and what counts as success. The route is written before it is run.
I connect the route and run it through an agent that carries it end to end, with no manual step left in the middle.
No output passes without a human eye. The agent executes; the decision stays with its owner — and this is not an extra step, it is the step that makes the rest trustworthy.
Turnaround shortens, manual load drops, and the team goes back to the work that genuinely needs a human head.
The tool changes every year. What lasts is knowing where to put it — and where it must not go.
Employing AI agents to execute and follow up on operational tasks — reports, correspondence, data entry and scheduling — under direct human supervision.
Building workflow sequences with Claude Code, then connecting and running them through Manus to automate repetitive tasks end to end.
Writing precise instructions and reusable templates that deliver consistent, verifiable outputs — not a fresh answer every time.
Using AI to analyse operational and financial data, surface trends, and prepare decision-ready summaries for management.
Training the team on practical use, and setting the accuracy, quality and confidentiality guardrails for the tools — before they are opened up.
Automation does not fix a bad system — it only multiplies its speed.