We want to use AI to remove cumbersome low-value tasks from our team, but our leadership team cannot agree on where the real bottlenecks exist. How do we systematically uncover our company's true operational pain points?

Question

Tyler Smith · Accepted Answer

Leadership teams often argue about operational bottlenecks because every department head lobbies to fix their own loudest annoyance. The Visionary thinks the problem is lead response time, while the customer service lead insists it is order entry. Guessing creates wasted software spending and frustrated employees.

Instead of debating opinions in your Level 10 Meeting, extract the operational friction directly from your company's actual operating data. Use automated data extraction or simple web scraping scripts to review thousands of internal data points across your operational footprint.

Target three specific goldmines of operational pain:

- Customer support ticket logs and tags. Mine your help desk software for recurring phrases, common complaints, and the tickets that require the highest number of manual touches before resolution.
- Invoicing exceptions and billing adjustments. Scrape your accounting system for invoices that required manual credits, re-issuance, or extended email back-and-forth due to clerical errors.
- Job postings and internal employee exit interviews. Review your current and past job descriptions alongside exit surveys to see which low-value, repetitive tasks employees consistently describe as tedious and soul-crushing.

Aggregate this data into an objective list of operational friction points. The tasks that burn the most manual labor hours and produce the highest error rates will become immediately visible. Pick the top operational bottleneck, assign a Rock to a single owner, and solve it with disciplined automation.