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Large People ModelHuman Operating Architecture

Application Layer

Use Case Library


Start with a problem you already recognize. Each path shows what may be causing it, which 30-day actions to take, and one specific metric, diagnostic, or working tool to use next.

If you already know the enterprise initiative or role, use the optional guide filters after the six problem paths.

Optional Guide Filters

Already know the role or enterprise initiative?

The problem chooser is the recommended starting point. Use these filters only when you already know the context you need.

6 guides shown

Enterprise AI8 metrics

AI Adoption Readiness

Can this organization scale AI without scaling ambiguity, risk, and rework?

Executive signal

AI pilots are moving faster than ownership, decision rights, information trust, and governance controls.

Operating promise

AI is introduced as a governed operating capability, not a tool rollout.

Proof it is working

Owner coverage, Approved use-case rate, Exception rate

Required artifacts

AI Use Case Governance RegisterAI Initiative Owner RegisterHuman-in-the-Loop ModelAgent Accountability Checklist

Metric review

AI adoption readiness scoreAI use case owner coverageOwnership clarity score
Open operating guide
Enterprise Transformation8 metrics

Transformation Operating Model

Is the transformation changing how the organization operates, or only producing program activity?

Executive signal

Strategic intent is fragmenting into disconnected initiatives, delayed decisions, excess communication, and unclear accountability.

Operating promise

Strategy becomes coordinated execution with clear authority and visible outcomes.

Proof it is working

Outcome-owner coverage, Decision latency, Initiative overlap

Required artifacts

Outcome MapOwnership MapDecision Rights MatrixTransformation Decision Log+1

Metric review

Ownership clarity scoreOutcome owner coverageDecision latency
Open operating guide
Product and Platform8 metrics

Product Operating Model

Can product teams make faster decisions without losing architectural, platform, and outcome coherence?

Executive signal

Roadmaps, platforms, architecture, funding, dependencies, and delivery decisions are not governed as one product system.

Operating promise

Product, platform, architecture, and delivery decisions move as one system.

Proof it is working

Dependency age, Decision cycle time, Roadmap confidence

Required artifacts

Product Outcome MapPlatform Boundary MapDecision Communication ProtocolDependency Map

Metric review

Ownership clarity scoreDecision latencyDecision dependency count
Open operating guide
Integration8 metrics

M&A Integration

Are we integrating the operating model, or only reconciling org charts, tools, and reports?

Executive signal

Duplicate platforms, conflicting decision rights, mismatched governance, and competing sources of truth survive the deal close.

Operating promise

The operating model is integrated before the organization buries itself in reporting and org charts.

Proof it is working

Critical-role clarity, Day-One decision readiness, Duplicate-system retirement

Required artifacts

Integration Ownership MapDay-One Decision RegisterSystem-of-Record MapOperating Model Gap Assessment

Metric review

Ownership clarity scoreDecision owner coverageDecision reversal rate
Open operating guide
Technology Operating Model8 metrics

Platform Governance

Do our platforms make work easier to govern, or do they hide ownership and decision debt?

Executive signal

Tool sprawl, unclear platform ownership, manual handoffs, and inconsistent lifecycle rules make operations harder to control.

Operating promise

Platforms reduce friction without creating invisible ownership, unmanaged cost, or decision debt.

Proof it is working

Platform owner coverage, Redundant-tool rate, Integration health

Required artifacts

Platform MapWorkflow InventoryIntegration MapTool Rationalization Worksheet+1

Metric review

Platform ownership clarityIntegration coverageManual handoff rate
Open operating guide
Governed Agents8 metrics

Agent Workforce Governance

Can agents act inside the business without creating invisible work, unmanaged risk, or accountability gaps?

Executive signal

Agents are being discussed as productivity tools before supervision, action boundaries, escalation, and auditability are defined.

Operating promise

Agents have purpose, authority limits, evidence requirements, supervision, and a kill switch.

Proof it is working

Agent action traceability, Policy exception rate, Human-intervention rate

Required artifacts

Agent RegistryAgent Accountability ChecklistAgent Authority MatrixRisk Acceptance Register+1

Metric review

AI use case owner coverageHuman-in-the-loop clarityAgent action auditability
Open operating guide