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Automation 5 min read Feb 15, 2026

A 30-Minute AI Opportunity Scan

In 30 minutes you can usually find 3-5 automations that save hours per week. Here's the exact scan we run in discovery.

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TL;DR

  • List your top 10 repetitive tasks.
  • Score by frequency, minutes saved, risk, and data availability.
  • Pick 1 workflow and ship a narrow automation in 2 weeks.

The 30-minute scan

  1. Inventory (10 min): Ask 3 people: “What do you do every week that feels like copy/paste?” Write 10 items.
  2. Clarify (10 min): For each item: input, output, who uses the output, and what “good” looks like.
  3. Score (10 min): Use the rubric below and pick the top 1-2.

Scoring rubric

Score each workflow 1-5. The goal is to pick the highest-leverage shippable workflow, not the coolest idea.

Factor Question Notes
Frequency How often does it happen? Daily beats monthly
Time saved How many minutes per run? Multiply by frequency
Risk What breaks if it's wrong? Add review if needed
Data access Do we have the inputs? APIs and permissions matter
Integration Where does the output go? Email, CRM, BI, tickets

Next actions (same day)

  • Pick 1 workflow and define the output format (example: “Email summary + link to source”).
  • Decide the “human in the loop” step if the workflow is high-risk.
  • Assign a single owner to accept the output and own the metric.

Want us to run this scan with your team?

We’ll identify 3-5 high-leverage automations and turn the best one into a shipped workflow.