Product and AI insights

Choosing the first process to automate

A systematic evaluation framework for identifying high-ROI operational processes to automate without disrupting day-to-day operations.

Published 30 June 2026 · 6 min read

The most common mistake operating businesses make when approaching automation is attempting to automate their most complex, exception-laden core workflow first.

We recommend starting with processes that exhibit three specific characteristics: high frequency (occurring daily or hourly), structured inputs (standardized documents or digital forms), and clear verification criteria.

By selecting a high-frequency, low-variance process as the initial automation target, teams establish operational confidence, validate integration pipelines, and generate measurable ROI within 30 days.

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