How should a company run an AI pilot so it leads to a real decision?

---
title: "How to run an AI pilot"
description: "Pick one workflow with a clear owner, a measurable baseline and real data, and agree before you start what result would justify going further. Run the pilot with the people who do the work, keep a person reviewing outputs, and time-box it to a few weeks. End with a decision to scale, change or stop, based on the numbers you agreed at the start."
url: https://lidvizion.ai/answers/how-to-run-an-ai-pilot/
site: Lid Vizion
index: https://lidvizion.ai/llms.txt
---

[Direct answers](https://lidvizion.ai/answers/)

# How should a company run an AI pilot so it leads to a real decision?

Pick one workflow with a clear owner, a measurable baseline and real data, and agree before you start what result would justify going further. Run the pilot with the people who do the work, keep a person reviewing outputs, and time-box it to a few weeks. End with a decision to scale, change or stop, based on the numbers you agreed at the start.

## What this means in practice

- Choose one workflow with a named owner and a measured baseline.
- Agree success and stop criteria before the pilot starts.
- Use real data and the people who actually do the work.
- Keep a person reviewing outputs throughout the pilot.
- End with a recorded decision: scale, change or stop.

## How Lid Vizion approaches it

We start with the business decision and operating context, define ownership and measurable milestones, then use configuration, integrations, automation, or custom software only where each earns its place.

## See it as a workflow

- [An AI pilot with a go or no-go decision](https://lidvizion.ai/use-cases/ai-pilot-with-a-go-no-go-decision/): Run a short, time-boxed AI pilot on one real workflow, with success and stop criteria agreed up front, so leadership ends it with a clear decision to scale, change or stop instead of an open-ended experiment.

## More on AI leadership, governance & ROI

- [How should a company handle employees using AI tools that were never approved?](https://lidvizion.ai/answers/how-to-manage-shadow-ai-in-a-company/)
- [Should a company build an in-house AI team or work with an outside partner?](https://lidvizion.ai/answers/in-house-ai-team-vs-outside-partner/)
- [How do you build a business case for an AI project?](https://lidvizion.ai/answers/how-to-build-a-business-case-for-ai/)

[Compare services](https://lidvizion.ai/services/) · [Use a planning tool](https://lidvizion.ai/tools/) · [Explore workflow use cases](https://lidvizion.ai/use-cases/) · [More direct answers](https://lidvizion.ai/answers/)

Talk it through

## Have a version of this question inside your company?

Bring the decision, the constraints, and what a good outcome looks like.

[Talk through the decision](https://lidvizion.ai/contact/?need=fractional-chief-ai-officer&from=%2Fanswers%2Fhow-to-run-an-ai-pilot%2F#write) · [Book a call](https://calendar.app.google/bB26LdA9e2gmGFp69)