Practical AI for Small Teams
Your team does not need a moonshot. It needs a two-week pilot with clear owners and a real before/after.
AI adoption fails in small teams for predictable reasons: vague goals, too many tools, and zero training time. The fix is not more enthusiasm. It is a contained pilot with owners, boundaries, and a scoreboard.
The two-week pilot
- Day 1–2: Pick one workflow and one success metric (hours saved, response time, error rate).
- Day 3–7: Build the lightest useful version. Document prompts and handoffs.
- Day 8–10: Have two teammates run it without you babysitting.
- Day 11–14: Compare results. Keep, revise, or kill.
Training that sticks
Do not schedule a 90-minute “AI overview.” Run a 25-minute working session on the exact task. People learn tools by shipping something ugly that works.
Confidence grows from completed reps, not from slide decks about the future.
Culture guardrails
- Label AI-assisted drafts clearly until quality is proven.
- Ban pasting secrets into consumer tools.
- Celebrate retired busywork as loudly as new features.
When to call for help
If you are stuck choosing use cases, connecting systems, or rolling training out beyond a pilot, that is exactly when consulting earns its keep. See services or browse more in the AI blog.