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Friction Intelligence™

What we’re seeing in the operating environment.

A public knowledge environment organized by friction domain. Each domain separates what evidence may eventually show from what ClarityPlan currently interprets. Research topics are marked as review planned until supporting sources are available.

Research topic—review planned

Every topic below has been identified for review. No evidence review has been completed yet, and no supporting sources are published.

These labels describe ClarityPlan’s research attention and evidence state. They are not prevalence claims. Research volume is recorded separately from incidence: a large number of articles does not prove a friction is becoming more common.

Workflow Fragmentation

Work is divided across people, systems and steps in ways that create more coordination cost than the division saves.

Executive symptoms

  • Work stalls between functions rather than inside them
  • Status is only knowable by asking people directly
  • The same information is re-entered in multiple places

Why it happens / likely sources

  • Processes accreted around grant cycles and staffing changes rather than being designed
  • Systems adopted per-function without an owner for the end-to-end path
  • Handoffs defined by habit rather than by explicit entry and exit conditions

What it displaces or costs

Cycle time, rework, and management attention spent reconstructing where work actually is.

What executives may be compensating for

Executives frequently compensate by acting as the routing layer between functions.

Friction classification

Destructive

Re-entry, status chasing and undefined handoffs consume capacity without adding judgment.

Productive

A deliberate checkpoint that protects quality or safety before irreversible work proceeds.

Transitional

Temporary duplication during a system migration, monitored with an explicit end date.

Leadership / governance interventions

  • Map the end-to-end path and name an owner for it
  • Define entry and exit conditions at each handoff
  • Remove duplicate capture before adding any new tool

AI suitability

Suitable where high-volume, well-specified transformation of text or records is the bottleneck and review remains human.

AI boundaries

Not suitable as a substitute for an undefined process. Automating an unclear handoff makes it faster and less visible.

Evidence and research signals

Research topic—review planned

Coordination overhead in multi-program nonprofits

Evidence
Research area identified for review of published sector operations literature. No sources have yet been cited publicly, and no prevalence estimate is asserted.
Executive implication
Executives may be absorbing routing work that belongs to a defined process owner.
AI relevance
Limited until the end-to-end path is documented.

Supporting sources not yet available · Topic identified 2026-09-18

ClarityPlan Question™

Where in your process does work most often wait—and who currently notices when it does?