How to find the right AI automation opportunity

01 / NOTE

Start with a repeated workflow, not an AI feature

Document the trigger, inputs, decisions, handoffs and outcome of a repeated task. Strong candidates have consistent inputs, visible delays and an outcome the business can measure.

02 / NOTE

Calculate the operating case

Estimate current handling time, volume, error or rework rate, response delay and downstream commercial impact. Automation is valuable when it changes these economics, not merely when it produces an impressive demonstration.

03 / NOTE

Separate assistance from authority

Classify each step as deterministic automation, AI-assisted judgment or human approval. Pricing, contracts, money movement, sensitive data and irreversible actions should stay behind explicit controls.

04 / NOTE

Pilot the smallest end-to-end loop

Choose one workflow with a clear owner and baseline. Connect the real systems, record exceptions and measure cycle time, completion rate, manual effort and business outcome before expanding.

METHOD

Methodology

The guide combines workflow mapping, control design and outcome measurement used in MYTH DIGITAL’s business-automation discovery process.

BOUNDARY

Limitations

Suitability depends on process stability, data quality, integration access, risk tolerance and the cost of exceptions. The guide is not a substitute for security, legal or industry-specific review.