Operations · Starter playbook

5 AI Workflows to Test Before Buying Another Tool

Published 10 November 2026 · 7 minute read

Start with work that is repetitive, measurable and low-risk. These five workflows help a small business test where AI is genuinely useful before paying for another subscription.

1. Draft customer replies from approved answers

Give an AI assistant your hours, service details and published policies. Ask it to draft replies using only that information and flag gaps instead of guessing. A person should approve complaints, refunds and exceptions.

2. Repurpose one useful idea

Provide a verified customer question and ask for an FAQ answer, short post and video outline. Check every factual claim and remove generic filler.

3. Translate and localise information

Use AI for a first translation, then ask a fluent speaker to review tone, terminology, numbers and policy details. Translation is not localisation.

4. Turn meeting notes into actions

Ask AI to extract decisions, owners, deadlines and open questions. Tell it not to infer missing owners or dates. Obtain appropriate consent before recording meetings.

5. Analyse a small sales export

Remove customer identifiers and upload only the minimum data needed. Ask for revenue by product, changes over time and unusual movements. Verify calculations against the original spreadsheet.

Run a 30-minute pilot

  1. Choose one frequent task.
  2. Record current time, quality and error rate.
  3. Run the workflow on ten representative examples.
  4. Review every output and record corrections.
  5. Continue only if quality holds and time saved matters.
Decision rule: Don't buy a subscription because a demo looks impressive. Pay only when the workflow is frequent, measurable, safe and materially better than your current process.

Simple scorecard

MetricCompare
TimeMinutes per task before and after.
QualityCorrections per ten outputs.
RiskIncorrect or unsafe outputs.
Business impactEnquiries, conversions or errors avoided.

This guide is educational. Product interfaces, prices, availability and applicable rules can change. Verify current details before using a workflow with customers or business data.

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