The WorkGraph Stack™ · Where the work actually happens.
Maps your organization from the work up,
so you can see what changes before you change it.
Most organizations focus on outcomes. But outcomes are created by work, and AI changes work first. The WorkGraph Stack™ reveals the layers underneath the outcomes: work, roles, workflows, operating model, so you can see what's about to change and where to act first.
The Visibility Problem
Most organizations can see the results.
Few can see the system producing them.
Leaders measure:
- Revenue
- Productivity
- Efficiency
- Growth
- Performance
Yet those outcomes emerge from underlying work systems that are often poorly understood. Without visibility into those systems, workforce decisions become guesswork.
Why Outcomes Mislead
Outcomes tell you what happened.
They rarely explain why.
Most organizations focus on symptoms. Performance declines. Costs increase. Productivity stalls. The instinct is to target the outcome. The better approach is to understand the system generating it.
Work creates outcomes.
Not the reverse.
The WorkGraph Stack™
Five connected layers.
One workforce system.
The stack is read from the bottom up. Work creates roles, roles compose workflows, workflows organize into an operating model, and the operating model produces outcomes. Change the bottom and the whole stack moves.
LAYER 05
Outcomes
LAYER 04
Operating Model
LAYER 03
Workflows
LAYER 02
Roles
LAYER 01
Work
Work
The foundation. Activities, tasks, decisions, interactions. Work is the atomic unit of workforce architecture. If work changes, everything else can change with it.
Roles
Roles organize work. As work evolves, roles evolve. Responsibilities shift. Capabilities change. New forms of collaboration emerge.
Workflows
Work rarely happens in isolation. Workflows coordinate activities across people, systems, and teams. When AI enters a workflow, the workflow itself often changes, and often fundamentally.
Operating Model
Governance. Decision rights. Management systems. Organizational structures. Operating models determine how work gets coordinated at scale.
Outcomes
The visible result. The layer leaders typically measure. The layer most organizations focus on. The layer least useful for understanding root causes.
Every workforce decision affects multiple layers simultaneously.
How AI Changes the Stack
AI doesn't just affect jobs.
It affects the entire system.
AI changes
Work
Which changes
Roles
Which changes
Workflows
Which changes
Operating models
Which changes
Outcomes
Organizations that focus only on jobs miss the larger transformation occurring underneath.