How to Run a Small Agentic AI Pilot Without the Risk - LSBUK
Home
AboutReviewsEnquire Now

AI Strategy

How to Run a Small Agentic AI Pilot Without the Risk

A low-risk, step-by-step way to test AI agents on one real workflow before you commit budget or reputation.

A team planning a small, low-risk agentic AI pilot

The safest way to find out whether agentic AI works for you is not a strategy deck - it is a small, contained pilot on one real task. Done well, a pilot answers the only questions that matter: does it save time, is it reliable, and would people actually use it? This mirrors the broader principle in test AI ideas before full investment.

Step 1: Pick one narrow, boring workflow

Choose something repetitive, well understood and low-stakes - the kind of task where a mistake is annoying, not dangerous. Good candidates: sorting inbound enquiries, chasing missing paperwork, compiling a weekly report. Avoid anything touching money, contracts or customer safety for a first run.

Step 2: Write down the process first

If you cannot describe the steps and rules on one page, the agent cannot follow them either. Documenting the workflow often reveals it was never as consistent as you thought - useful to know before you automate it.

Step 3: Keep a human in the loop

For the pilot, have the agent propose actions that a person approves, rather than acting alone. You get the time-saving of automation with the safety of oversight, and you build trust in the output.

Step 4: Measure against a baseline

Decide up front what success looks like - hours saved, error rate, response time - and record how the task performs without the agent first. Without a baseline you cannot prove the pilot worked, a point we make in how to measure success from your agentic AI rollout.

Step 5: Decide - scale, tweak or stop

After a few weeks, one of three things is true: it clearly works (scale it), it half-works (adjust and rerun), or it does not (stop, cheaply). All three are good outcomes because each cost you little to learn.

The bottom line

A tightly scoped pilot turns "should we use AI agents?" from a debate into evidence. Learning to design and run one is a practical skill taught in the Strategic Application of AI in Business course at London School of Business UK. Enquire today.