Organizational digital twins

Understand your workforce before you change it.

We build digital twins of organizations grounded in labor economics. Leaders use them to test hierarchy, staffing, and automation decisions on a model of how work really gets done, before committing people and budget.

Matching Sorting & teams Span of control Human capital
What we build

A working model of the organization

Org charts cannot tell you what happens to output if you move people or add a layer. A twin can, because it models matching, team structure, and learning.

Structure and productivity

Model how span of control, management layers, and team design shape productivity for a given industry.

Workforce scenarios

Test surge staffing, backfill, restructuring, and automation. Compare options on readiness and output.

Skill matching

Assign people to roles using matching theory, so the right skills sit in the right place.

Our approach

Built on labor economics, not guesswork

We ground the twin in established economic models, so the results are interpretable and defensible.

Matching and learning

A person and a role form a match whose quality is uncertain and learned over time. This drives staffing and backfill that protect output.

Sorting and teams

Organizational structure is an assignment of people, and increasingly software, to tasks and teams when skills are imperfect substitutes.

Human capital

Skills are produced through learning and experience. We model how training and role design build the capability an organization needs.

Read the research

Who we serve

Organizations navigating change

Government and defense

Workforce readiness, staffing under surge, and restructuring for agencies that need decisions they can explain and defend.

Large enterprises

Workforce planning, human capital analytics, and organizational design for companies adapting to automation.

Contact

Let us model your organization

Tell us the decision you face, a surge, a restructuring, or an automation plan, and we will show what a twin reveals.

Email hello@skillgraphlabs.com