What should a practical 90-day AI plan include?

---
title: "What Should a 90-Day AI Plan Include?"
description: "A practical 90-day AI plan should narrow the company’s AI ambition into a small set of owned workflows, establish data and permission boundaries, configure the core tools, ship at least one measurable use case, and create an operating cadence for reviewing quality, exceptions, adoption, and value."
url: https://lidvizion.ai/answers/what-should-a-90-day-ai-plan-include/
site: Lid Vizion
index: https://lidvizion.ai/llms.txt
---

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

# What should a practical 90-day AI plan include?

A practical 90-day AI plan should narrow the company’s AI ambition into a small set of owned workflows, establish data and permission boundaries, configure the core tools, ship at least one measurable use case, and create an operating cadence for reviewing quality, exceptions, adoption, and value.

## What this means in practice

- Weeks 1–3: inventory workflows, tools, data access, owners, and risks.
- Weeks 3–6: configure approved AI tools, permissions, knowledge, and evaluation criteria.
- Weeks 5–10: implement one or more bounded workflows with clear human approval points.
- Weeks 9–12: measure results, document exceptions, train users, and decide what to expand 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.

## More on AI leadership, governance & ROI

- [What does AI governance look like for a small or mid-sized business?](https://lidvizion.ai/answers/what-is-ai-governance-for-a-small-business/)
- [How should a company measure ROI from AI?](https://lidvizion.ai/answers/how-to-measure-ai-roi/)
- [How can a business keep customer data safe when its team uses AI tools?](https://lidvizion.ai/answers/how-to-keep-customer-data-safe-with-ai-tools/)

[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/)

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