AI amplifies the system it enters. Make it coherent first.

An executive briefing

AI can improve tasks. To turn those improvements into enterprise value, examine how decisions, processes and information connect.

Start with one important workflow. Develop coherence and AI adoption together.

Why coherence matters See How Processes Change
01GenAIAssists a person with a task
02CopilotEmbedded in everyday tools
03AI AgentActs toward a goal
04Agentic WorkflowCoordinates steps and systems
05Reinvented ProcessRedesigned around humans and agents
06Business ValueMeasured in outcomes, not usage
The question behind this briefing

Why capable organizations become difficult to move

I’m Erlend Hollebosch. My background combines 16 years in project management and PMO leadership with 10 years developing expertise in business transformation. I explore how fragmentation affects execution and how organizations can restore coherence.

Three signals worth investigating

Decisions keep waiting

Several people are involved, but it is unclear who can decide.

Work repeatedly changes hands

Each team completes its part, while ownership of the overall outcome remains unclear.

Priorities compete for capacity

New initiatives accumulate faster than teams can absorb change.

Executive summary

Six ideas to take away

≈ 8 min readThe full briefing in one minute.

01

AI amplifies the system it enters.

88% of organizations use AI, yet only about 6% attribute 5% or more of their EBIT to it. More tools will not close that gap.

Read the chapter 02

Build coherence into the workflow.

For the workflow you want to improve, connect goals, processes, decision rights and data as you develop the AI application.

Read the chapter 03

Value sits in processes, not in tools.

Copilots spread small gains across everyone. Value concentrates where AI is built into one end-to-end process.

Read the chapter 04

Redesign the process. Don't automate the old one.

Parallel work, fewer handoffs and less waiting create the step change.

Read the chapter 05

Clear decision rights make autonomy safe.

Every agent needs an identity, boundaries and a person accountable for it. Match autonomy to risk.

Read the chapter 06

Start with one coherent lighthouse.

Pick one process, align it end-to-end, measure outcomes, then scale what you built.

Read the chapter
01. The GenAI paradox

AI Everywhere. Transformation Almost Nowhere.

Organizations have rapidly deployed GenAI, mostly as horizontal tools such as copilots and chatbots. These tools help with: Writing, Summarization, Information retrieval, Meeting preparation, Content generation and Individual productivity. The gains are real, but spread thinly across thousands of employees and individual tasks. The business process underneath stays largely the same.

Use AI regularly in at least one business function88%
Are scaling AI agents in at least one function23%
Attribute 5% or more of EBIT to AI≈ 6%

The value gap. Adoption runs roughly fifteen times ahead of meaningful earnings impact. Only about 6% of organizations attribute 5% or more of their EBIT to AI.

Exhibit 1 · High adoption, limited measurable impactReport finding · McKinsey, The state of AI in 2025

Deploying AI broadly is not the same as transforming the business.

02. The coherence lens

Why AI Stalls in Fragmented Organizations

AI outcomes depend on both the technology and the organization around it. Waiting decisions, repeated handoffs and unclear responsibilities can limit the value of an otherwise useful application.

Fragmented enterpriseCoherent enterprise
DecisionsWait for approval across committeesOne owner decides at the right level
HandoffsMany, with no owner for the transitionFew, designed end-to-end
GovernanceA new layer after every incidentProportional to risk
ChangeInitiatives stacked in parallelSequenced to what teams can absorb
What agents amplifyFrictionValue

Measure how the enterprise moves, not only what it produces

Decision latency
Time from question to decision.
Handoffs per case
How often work changes hands before it is done.
Waiting share
Part of the cycle time in which nothing happens.
Rework
Work done twice because it was unclear or incomplete.

Reduce friction before you accelerate. Otherwise agents make the old problems faster.

Coherence decides what agents amplifyFramework · The Coherent Enterprise

The AI Advantage Will Not Come From Having More AI.

It Will Come From Redesigning How Work Gets Done.

The organizations that create disproportionate value from AI will not simply deploy more copilots or build more agents. They will identify the processes that matter, redesign them around human and machine capabilities, govern agent autonomy, and connect AI investment directly to measurable business outcomes.

Five principles for coherent transformation

The Coherent Transformation Playbook · The Coherent Enterprise
  1. Protect absorption capacityChange only as fast as people and teams can absorb it.
  2. Reduce fragmentationFewer, connected initiatives instead of many parallel ones.
  3. Simplify governanceProportional controls, fewer layers, faster decisions.
  4. Protect operational continuityTransform without breaking what works today.
  5. Reduce friction before accelerationRemove waiting and handoffs before adding agents.
Start With the Process Assess Your AI Transformation Readiness

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