Operating model

Where is coordination drag, tool sprawl, and decision overhead quietly eroding execution quality across the suite?

Operating Model Friction Index turns handoff complexity, tooling fragmentation, decision latency, and ownership ambiguity into one reusable board-facing friction surface.

Overview Friction register Bottleneck tiers Remediation posture Verification Docs

Systems tracked6Modeled lanes in the current operating-model view.

High-friction lanes6Lanes where coordination or tooling drag is already materially visible.

Reset-required lanes2Lanes where ownership or tooling should be reset before the next operating cycle.

Recoverable margin$73MModeled margin recoverable by removing avoidable operating friction.

Board takeaway

What this operating model is telling leadership now

The operating model is commercially useful, but too many lanes still lose margin and confidence to ownership resets, tool sprawl, and cross-functional drag.

Hotspots

Where drag is compounding fastest

AI governance and agent controlsDECISION_LATENCY drag · friction 71 · remediation 54.6 · $17M recoverable
Procurement and trust operationsEVIDENCE_OVERHEAD drag · friction 66 · remediation 48.6 · $14M recoverable
Biotech and diagnostics operationsHANDOFF_COMPLEXITY drag · friction 74 · remediation 61.2 · $12M recoverable

Next board conversation

Reduce approval hops in AI governance, standardize procurement proof reuse, tighten biotech handoffs, contain FinTech change blast radius, clarify nonprofit owners, and consolidate the robotics operator stack before these friction taxes grow further.

Friction register

SIMPLIFY

AI governance

Tier: PRESSURED

Owner: Chief AI Officer

Audience: Board technology committee

Narrative: AI governance is high-value, but decision latency is the main tax on scaling it cleanly.

Friction score: 71

Reduce approval depth for recurring policy patterns and assign one final owner per packet.

STANDARDIZE

Procurement / trust

Tier: PRESSURED

Owner: Chief Commercial Officer

Audience: Board growth committee

Narrative: Procurement is scalable, but evidence overhead is the main source of wasted effort.

Friction score: 66

Define one canonical answer-and-proof bundle so commercial teams stop rebuilding the same trust material.

AUTOMATE

Biotech / diagnostics

Tier: CONSTRAINED

Owner: Quality systems lead

Audience: Board compliance committee

Narrative: Biotech is credible, though its scaling drag lives in multi-owner handoff complexity.

Friction score: 74

Create a thinner QA-to-release closure path with one owner and one summarized evidence packet.

CONTAIN

FinTech

Tier: CONSTRAINED

Owner: Chief Revenue Officer

Audience: Board finance committee

Narrative: FinTech has strong pull, though change friction keeps weakening execution reliability.

Friction score: 78

Isolate change surfaces and shrink the retest burden each control update creates.

Board-visible drag pressure

The pressure map keeps remediation score, friction score, and recoverable margin visible in the same board-readable view.

AI governance and agent controls · remediation 54.6 · friction 71 · $17M recoverable
Procurement and trust operations · remediation 48.6 · friction 66 · $14M recoverable
Biotech and diagnostics operations · remediation 61.2 · friction 74 · $12M recoverable
FinTech and treasury controls · remediation 60 · friction 78 · $16M recoverable
Nonprofit and foundation ops · remediation 52 · friction 64 · $8M recoverable