How to Identify the First Three Automation Wins in a Small Business with a Simple Time Audit

Description and use

Using free CLI tools like hyperfine and csvkit, small business owners can time tasks, calculate frequency, rank automation opportunities, prototype the top three, and validate gains.

Problem

Small businesses lack concrete metrics to prioritize automation, leading to inefficient task selection.

Outcome

The workflow yields a ranked list of automation targets, enabling focused investment in tasks that save the most time.

Workflow

• Capture task durations with hyperfine and log JSON
• Aggregate JSON logs into a CSV with csvkit
• Add frequency and compute automation_score in spreadsheet
• Sort by score and select top three tasks
• Prototype each candidate with a small script (e.g., Python)
• Validate speed gains and refine error handling
• Automate the audit pipeline with cron, GitHub Actions, and n8n (optional)

Evidence

The cheapest, most reliable way to see where your time disappears is to log it with a command‑line stopwatch.

Source

If a task repeatedly takes more than 5 minutes and you perform it at least 3 times per week, it becomes a strong candidate for automation.

Source

Run the script with python export_sales.py. If it finishes in seconds where the manual copy‑paste took minutes, you have a clear win.

Source