HM
Operating Model · Q3 · Action Required

Your AI operating model is at risk.

Here is where it will fail — and what requires immediate decisions.

Primary Risks

Where This Will Break

Structural weaknesses that will compound as AI scales. Address these first.

Critical

AI initiatives lack clear ownership

63% of active AI initiatives have no accountable executive sponsor. Decisions stall at the operating layer.

Affects 8 of 12 initiatives
High

Decision bottlenecks in governance layer

Governance forum throughput has dropped 41%. Average decision spends 11 days in review queues.

13 decisions queued
Critical

Data fragmentation will reduce trust in AI outputs

Inconsistent data ownership across 4 domains is producing conflicting model outputs to the same business question.

Trust score 54/100
Diagnostic Scores

Operating Model Health

Execution Readiness Score
72
/100
At Risk
Below threshold for reliable delivery
Below 75 readiness threshold
Scaling Risk Score
68
/100
High
Multiple pilots cannot scale safely
4 of 6 pilots cannot scale safely
Decision Health Score
65
/100
Needs Attention
Decision cycle time exceeds target
Cycle time +38% vs target
Critical Decisions
3
Action Required
Each day open compounds operating risk
Awaiting executive direction

Decisions Requiring Action

These decisions are blocking execution.

  • DEC-104· Open 9 days

    AI Pilot Scaling

    Customer Support GenAI pilot ready, but production capacity not approved.

    Owner
    Chief AI Officer
    At Risk
  • DEC-098· Open 23 days

    Data Ownership Model

    Enterprise data domains lack accountable owners across Finance, Risk, Ops, and Customer.

    Owner
    Unassigned
    No Owner
  • DEC-091· Open 17 days

    Vendor Selection

    Foundation model contract blocked pending Legal review of EU data residency clauses.

    Owner
    Procurement + AI Office
    Blocked
Executive Actions

What Needs to Happen Next

Three moves that will materially reduce operating risk this quarter.

01

Assign AI ownership

Name a single accountable executive sponsor for the enterprise AI portfolio.

Owner · CEO · CIO
02

Resolve governance bottlenecks

Restructure the governance forum to clear the 13-decision backlog within 30 days.

Owner · COO · Chief AI Officer
03

Approve pilot scaling decision

Authorize production capacity for the Customer Support GenAI pilot (DEC-104).

Owner · CFO · CIO