How should a leadership team use the 20/80 Core Process work during their EOS rollout to prepare core operations for AI automation without creating operational chaos?

Question

Tyler Smith · Accepted Answer

The EOS Process component requires a leadership team to identify the handful of core processes that define their operational engine, from marketing and sales to operations and finance. Documenting these processes at the high level, capturing the twenty percent of steps that produce eighty percent of the results, is the single best foundation for deploying AI across your business.

Companies that fail with AI automation almost always attempt to automate broken, undocumented workflows. When you apply automated workflows or large language model agents to messy, undefined processes, you simply accelerate chaos and generate untrusted data. The 20/80 exercise forces your leadership team to establish a clean, standardized baseline for how work actually flows through the business before any technology gets purchased.

As your team identifies and packages each core process during the EOS rollout, use the exercise to isolate repetitive, text-dense, and coordination-heavy handoffs. These operational choke points are prime candidates for AI tooling. Examples include automated lead qualification in the sales process, automated document extraction in client onboarding, or generative first drafts in client reporting.

Assign the optimization of each automated process to a single seat on the Accountability Chart using a quarterly Rock. That leader must first ensure the process is documented, simplified, and followed by all before integrating AI tools. This sequence protects your operational stability, generates real efficiency gains, and builds a transferable, technology-enabled operational asset that private equity buyers value highly during due diligence.