# Create a practical AI adoption playbook for a small team

> Map team tasks, identify AI use cases, choose tools, define guardrails, and create a 30-day rollout plan.

- Canonical: https://gptnavi.com/workflows/small-team-ai-adoption-playbook
- Category: Operations
- Difficulty: Intermediate
- Setup time: 2 hours
- Estimated time saved: 4-12 hours
- Last materially updated: 2026-08-24
- Best for: Small teams, Operations leads, Business owners
- Tools: ChatGPT, Feishu Base, Notion, Dify

## Quick answer

This workflow gives teams a safe and practical way to adopt AI without asking everyone to randomly try tools.

## When to use it

- AI adoption planning
- Team training
- Internal workflow rollout

## Steps

1. **Map recurring tasks** — List weekly tasks by team, owner, input, output, frequency, and pain level. Tool: Feishu Base. Expected output: A task inventory.
2. **Score AI opportunities** — Rank tasks by repeatability, data sensitivity, time cost, output quality risk, and ease of adoption. Tool: ChatGPT. Expected output: A prioritized AI use case list.
3. **Define tool and policy choices** — Choose approved tools, data rules, review requirements, and examples of allowed use. Tool: Notion. Expected output: An AI usage policy and tool list.
4. **Create the 30-day plan** — Build a simple rollout plan with pilots, owners, success metrics, and weekly check-ins. Tool: Dify. Expected output: A 30-day team AI adoption playbook.

## Prompt templates

### AI use case scoring

Score these team tasks for AI adoption. Consider repeatability, time cost, quality risk, data sensitivity, and ease of rollout. Return quick wins and risky use cases. Tasks: [paste]

### 30-day rollout plan

Create a 30-day AI adoption plan for this team. Include pilots, owners, allowed tools, data rules, training topics, success metrics, and weekly review agenda. Context: [paste]

## Common mistakes

- Starting with tools instead of tasks
- Ignoring data rules
- Rolling out too many pilots at once

## Related workflows

- https://gptnavi.com/workflows/internal-ai-assistant-from-company-docs
- https://gptnavi.com/workflows/research-notes-to-knowledge-base
- https://gptnavi.com/workflows/meeting-notes-to-action-items