Operations Scaling Framework

Scaling Operations Faster Than Overhead

A staged framework for scaling work, multiplying scarce expertise and automating only where the economics justify it.

Dave Klepp · October 2026 · RPM framework

  1. 01PrioritizeFind the constraint
  2. 02OffloadRe-route
  3. 03AugmentMultiply
  4. 04AutomateRemove repetition
  5. 05AOMSupervise by exception

Principle

Start with the work, not the technology.

Make priorities explicit, remove or re-route low-value work, augment people where judgment is scarce, automate repeatable work, then manage automation by exception.

Key takeaways

  • Find the measurable bottleneck before choosing a tool.
  • Use the lowest-risk lever that can improve the outcome.
  • Preserve scarce human judgment for work where it creates disproportionate value.
  • Run bounded pilots before scaling capital, software or operating-model changes.

Method status

An operating framework synthesized from applied work.

The framework connects prioritization, better-fit resourcing, augmentation, automation and exception-based supervision into a single scaling path. It is designed to support measurable decisions rather than prescribe automation as the default answer.

Related

Use the framework with the decision path.

From constraint to controlled pilot From RPM to AOM

RPM resource