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30 Day Practice Plan

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ImpactMe.AI · NECA Accounting Workshop · October 27, 2026

Your 30-Day Practice Plan

Skills fade without use. Fifteen minutes a few times a week is enough to make this stick.

Ground rule for every challenge: use sample or de-identified data unless you're in your firm's approved tool. Verify anything with a number.

Week 1: Get comfortable

Goal: make using AI feel normal, on low-stakes tasks.

  • Day 1 to 2: Pick one email you'd normally write from scratch (a follow-up, a reminder). Draft it with AI, then edit it to sound like you.
  • Day 3 to 4: Ask AI to explain one accounting or Excel concept you've always been fuzzy on. End with "quiz me with 2 questions."
  • Day 5: Take one prompt from the Prompt Library and use it on a real (de-identified) task.
  • Reflect: Where did it save time? Where did it get something wrong?

Week 2: Use the full pattern

Goal: practice the 5-part prompt (role, context, task and format, constraints, check yourself).

  • Write one prompt from scratch each workday using all five parts. Don't copy from the library this week.
  • At least once, push back on the first answer at least twice ("too long," "you missed X," "use a table").
  • At least once, ask: "Critique your last answer as a skeptical reviewer. What's most likely wrong?"
  • Reflect: Which of the five parts made the biggest difference?

Week 3: Compare and verify

Goal: see for yourself why answers vary, and build the verify habit.

  • Same question, two tools: Ask the same question in two different AI tools (for example, Copilot and a free tool, using sample data). Compare. Which was clearer? Did they disagree?
  • Same question, twice: Ask one tool the same question in two separate chats. Notice what changed.
  • Excel cross-check: Give AI a small set of sample numbers and ask for a total, a percent change, or a WIP calculation. Then do it in Excel. Did they match?
  • Sort three of your regular tasks into Good at / Needs a human check / Never alone.
  • Reflect: Did consistency ever fool you into trusting a wrong answer?

Week 4: Make it part of the job

Goal: turn one use into a repeatable, documented habit.

  • Pick one task you do every month that AI clearly helps with.
  • Write your own reusable prompt template for it, with [BRACKETED] fill-ins and a verify step.
  • Time the task with and without AI once each, including review time. Note it on the scorecard from Measuring AI Adoption and Rollout.
  • Share your template with one coworker and get their feedback.
  • Reflect: What would you tell a coworker who's just starting?

After 30 days

Keep a personal "prompt notebook" (a simple document) of templates that work for you. Revisit it monthly: tools change, and prompts that worked last month may need a tweak. That's expected. The thinking behind them is what you keep.

Where to keep learning

The vendors' own help centers are the most reliable place for current features, plan details, and privacy settings, because they change often.

Also worth checking:

  • Your firm's IT team for which tools and accounts are approved, and how your version is set up.
  • Your NECA peer group. Share what works and what doesn't with others doing the same job. Peer examples from contractors like you are often more useful than generic tips.

Questions, or want a follow-up session for your team? Adam Murphy · ImpactMe.AI · AI Made Useful & Human · adam@impactme.ai · impactme.ai

30 Day Practice Plan | ImpactMe.AI