AI Automation & Agents for Small BusinessAutomation foundations · Lesson 1 of 16

Finding the right tasks to automate

Video lesson · 10 min · 9 min lecture

Video lecture

Finding the right tasks to automate

15 chapters · about 9 min · full transcript

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Chapter 1 of 15

Finding the right tasks to automate

  • Invisible repetitive work
  • The four-question filter
  • A one-week audit

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Chapters

Automate the boring, not the important

The best automation projects in small businesses are rarely glamorous. They remove small, repeated chores that quietly eat hours: copying data between apps, sending routine messages, formatting reports, sorting inboxes. Once those are handled, AI can take on more interesting work such as drafting, summarising and classifying, always with the right level of human oversight.

The four-question filter

Score each candidate task from 1 to 5:

  1. Frequency: how often does it happen? Daily scores high; yearly scores low.
  2. Repetitiveness: are the steps roughly the same each time?
  3. Clarity: could you write the rules or give examples on one page?
  4. Risk (reverse-scored): if the automation gets it wrong, how bad is it? Low harm scores high.

Also estimate time per week spent on the task. High scores plus meaningful time equals a strong candidate.

Typical high-value candidates

Marketing

  • Repurposing new long-form content into draft posts.
  • Collecting and summarising comments or reviews weekly.
  • Creating weekly performance summaries from analytics exports.
  • Resizing and renaming creative assets.

Sales

  • Capturing form or ad leads into a CRM and notifying the right person.
  • Drafting follow-up emails after calls from meeting notes.
  • Enriching lead records with public company information.
  • Reminders for stale deals.

Creator and agency operations

  • Sorting inbound DMs and emails (brand deals, fan questions, spam).
  • Generating first-draft briefs from a client intake form.
  • Invoice reminders and onboarding checklists.
  • Logging sponsored-post deliverables and disclosure checks.

Poor candidates (for now)

  • Rare, one-off tasks where set-up costs exceed savings.
  • Tasks requiring nuanced judgement, empathy or negotiation.
  • Anything where a mistake has legal, financial or safety consequences and cannot be caught before it lands.
  • Processes that are not yet defined, where every person does it differently.

Running a one-week task audit

  1. For one week, log every repeated task: what, how long, which tools, who.
  2. Group similar tasks.
  3. Score each group with the four-question filter.
  4. Estimate weekly time.
  5. Pick the top three candidates with the best mix of time saved and low risk.
  6. For each, write the current steps as a simple numbered list. This becomes your automation blueprint.

Worked example

A four-person influencer agency in Dubai audits a week and finds:

TaskTime/week (illustrative)FrequencyRepetitiveClearLow riskVerdict
Copying brand enquiries from email and Instagram into the CRM4 hrs5554Automate
Drafting creator briefs from campaign intake forms3 hrs4443Automate draft, human review
Weekly client performance reports5 hrs4443Automate draft, human review
Negotiating creator fees3 hrs3222Keep human
Checking sponsored posts for disclosure2 hrs4452AI-assisted checklist, human sign-off

They start with enquiry capture: simple, frequent and low risk. Then they move on to briefs and reports with review steps.

Fix before you automate

If the audit reveals that three people do the same task three different ways, standardise first. Automation amplifies whatever you feed it: a clean process gets faster; a messy one produces errors at scale.

Pitfalls

  • Starting with the most exciting idea instead of the most valuable one.
  • Underestimating maintenance: automations break when apps change.
  • Automating without a named owner who monitors results.

Hands-on: the task-audit sheet and an AI helper

1. Create the log. In Google Sheets or Excel, create these columns and share the sheet with everyone taking part in the audit:

A: Date | B: Person | C: Task (verb + object, e.g. "Log IG enquiry in CRM") | D: Minutes | E: Tools used
F: Trigger (what started it) | G: Output (what it produced) | H: Notes / frustrations

2. Summarise and score. After a week, create a second tab with one row per task group and these formulas (row 2 shown; adjust ranges):

Minutes per week  =SUMIF(Log!C:C, A2, Log!D:D)
Hours per week    =ROUND(B2/60, 1)
Frequency (1-5), Repetitive (1-5), Clear (1-5), Low risk (1-5): score as a team
Priority score    =ROUND((D2+E2+F2+G2)/4 * LOG(1+C2*4.3), 2)      -- blends scores with monthly hours
Verdict           =IF(G2<=2, "Keep human / AI-assist only", IF(H2>=3, "Automate first", "Later"))

The log term stops a tiny task with perfect scores from outranking a big, slightly messier one. Tweak weights to taste; the point is to rank consistently.

3. Ask an AI assistant to draft the blueprints. Paste your top three task groups (no customer personal data) into an approved assistant:

For each task below, write a numbered "current process" blueprint with: trigger, each manual
step (who, which app, what data), decision points, output, and where errors happen today.
Then mark each step as AUTOMATE (rules), AI-STEP (classify/extract/draft/summarise),
HUMAN-CHECK, or KEEP-HUMAN, with one line of reasoning. Do not invent steps; ask me
questions where the notes are unclear.
<tasks>{{PASTE TASK GROUPS AND NOTES}}</tasks>

Correct its questions and mistakes with the people who do the work; the reviewed blueprint is what you will build from in the next lessons.

Key takeaways

  • Prioritise tasks that are frequent, repetitive, clear and low risk, with meaningful time spent.
  • Run a one-week task audit and score candidates before choosing tools.
  • Keep negotiation, empathy-heavy and high-consequence decisions with humans.
  • Standardise messy processes before automating them, and give each automation an owner.

Check your understanding

Quick questions to lock in the lesson. They don’t count towards your certificate.

  1. Which task is the strongest first automation candidate?
  2. Three team members each handle client onboarding differently. What should happen before automating it?

Put it into practice

Log your repeated tasks for one week, score them with the four-question filter, and write step-by-step blueprints for your top three candidates.

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