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Large People ModelHuman Operating Architecture

Accountability gaps

Unclear ownership

Find where outcomes, platforms, AI use cases, decisions, or transformation work have contributors but no durable accountable owner.

Leader question

Where does accountability disappear between strategy, teams, platforms, and execution?

Map five priority outcomes and assign one accountable owner to each.

Problem Signature

Recognize unclear ownership in the work.

These are observable signals—not the diagnosis. Together, they show where to begin inspecting the system.

Visible pattern

Accountability has no durable home

01

Everyone agrees the work matters, but no one can name the accountable owner.

02

Committees review progress without owning the outcome.

03

Product, platform, and business teams assume another group is responsible.

04

Transformation work has workstream leads but not outcome owners.

05

AI initiatives launch without a business owner accountable for impact and risk.

First 30 Days

Move from diagnosis to operating proof.

Keep the intervention bounded. Each move should make ownership, decisions, evidence, or control easier to inspect.

The intervention rule

Fix one consequential workflow before starting a broad transformation.

01Observe

Choose five priority outcomes and name the accountable owner for each.

Visible operating move

02Clarify

Identify where contributors, approvers, and owners are being confused.

Visible operating move

03Intervene

Add owner coverage to the operating review.

Visible operating move

04Review

Escalate outcomes that do not have a named owner, decision rights, and evidence source.

Visible operating move

Worked Example

See the diagnosis become a decision.

Illustrative example — not customer evidence.

The example keeps the situation, intervention, and observable result connected so the operating change is easy to follow.

01 · Situation

A shared data-quality initiative has six contributors, three executive sponsors, and no one accountable for the outcome.

02 · Intervention

  1. 01

    Leadership names one outcome owner and records the contributors and approvers separately.

  2. 02

    The owner receives authority over the remediation backlog and escalation path.

  3. 03

    The weekly review reports owner coverage and unresolved ownership gaps.

03 · Observable result

The initiative has one accountable owner, a visible decision path, and fewer issues waiting for committee consensus.

Proof, not activity

LPM Diagnosis

The visible problem is not the whole problem.

LPM traces the symptom into the operating conditions underneath it, then identifies the layers leaders should inspect first.

Metrics and Artifacts

Metrics to inspect and artifacts to build

Each use case becomes practical when the diagnosis connects measurable signals to concrete operating artifacts.

Metrics to Inspect

Ownership clarity score

Shows whether outcomes have named accountable owners.

Open

Outcome owner coverage

Identifies strategic work without clear ownership.

Open

Decision owner coverage

Reveals critical decisions without accountable owners.

Open

Platform ownership clarity

Clarifies ownership across shared platforms.

Open

AI use case owner coverage

Shows whether AI-supported work has business accountability.

Open

Recommended Operating Artifacts

Ownership map

Tie outcomes, work, decisions, and risks to accountable owners.

Open

Outcome owner register

Create a visible list of owners for critical outcomes.

Decision rights matrix

Connect ownership to authority.

Open

Agent accountability checklist

Define supervision and responsibility for agentic work.

Unclear ownership

Diagnose the symptom before prescribing the solution.

Map five priority outcomes and assign one accountable owner to each.