Decide which AI challenge is worth funding.
Several bets in front of leadership, and one decision that survives the board.
Who decides, and what holds.
Frame the AI challenge worth solving. Redesign the organization around it. Put the new way of working into operation.
Challenge framing, organization design, and human–AI agent operating models.
Three situations
Start with what needs to change.
Three recognizable situations, each leading to a door and service best suited to it.
Find why a live investment has not released value.
The system runs and the result has not moved, because the work never changed around it.
Expose the authority condition blocking a growth or AI decision.
Decisions return upward or wait, because the threshold that would settle them does not exist.
From strategy to value that holds in live operation.
One chain connecting the business result to structure and governance, then to human–agent work and controls, through to customer value and a hold review.
Strategy
The intended business result and the challenge worth solving.
Value
Where value is created, against which proxy and which baseline.
Structure & governance
Roles, decision rights and authority thresholds.
Human–agent workflow
The shared workflow, its boundaries and its handoffs.
Controls
Named owner, control point, escalation and reference trail.
Customer value
What actually reaches the end customer after the change.
Review
A versioned baseline, hold observation and drift correction.
Linkgurus owns the business system
- Challenge and value framing
- Organization, roles, authority and governance
- Human–agent workflows, boundaries and accountability
- AI-stack tool recommendations aligned to the use case, for example Claude, ChatGPT, Genspark and Manus
- AI-agent role descriptions, workflows and working SKILL.md specifications
- Change, enactment, adoption and value hold
Where we design together
The point where Linkgurus' business and organization design expertise meets the technical expertise of the client's IT team or technology partner.
Client IT / technology partner owns the technology
- Technical architecture and platform
- Data engineering, integrations and access implementation
- Security, infrastructure and technical operations
- Model/agent build, deployment and technical monitoring
Three practical doors into one organization-design system.
The Lab
Frames the challenge, redesigns and tests the AI-enabled workflow, and transfers the method and tools to the client team.
A framed challenge. A tested decision. A capability transferred.
Restructuring & Organization Design
Redesigns authority, roles, job architecture, decisions and change so the strategy can actually operate.
Find where decisions stop. Install authority in the work. Review whether it holds.
The Operating Model
Puts AI into real work: the workflow, the authority boundary, the named human owner, the controls, escalation, adoption and business accountability.
Locate stalled value. Name the owner of every result. Review whether the model holds.
How we work
Six stages. One promise beneath them.
The 6A path moves a live business challenge from diagnosis to an operating model that works and holds.
- 01
Awaken
Establish where the work stops.
- 02
Assess
Fix the baseline.
- 03
AI Fit
Does AI enter now?
- 04
Anchor
Fix who decides and what changes.
- 05
Align
Put the design into the work.
- 06
Ascend
Hold what was designed.
Start from one instrument that is used inside real delivery.
The instruments we work with are published as they are, with no parallel marketing version. This is one of them.
The Value Collision Map
When an investment is live, the result has not moved, and you need to see where the new way of working collided with the organization.
The entry instrument of The Operating Model practice.
Get this template by emailOrganization design is not complete until it is applied and change is managed.
Is one of these live in your business now?
One fit call establishes the situation, the intended result and who holds the decision. We then propose the right route, or say plainly that we are not it.