Digital Twin

Your organization, modeled from how the work actually happens.

Most of how an organization runs is invisible. It lives in people's heads, in handoffs no one wrote down, in the gap between the org chart and the real one. OWI builds a verified, structural model of how work really flows across your people, processes, and systems, drawn from anonymous conversations and traced, finding by finding, to its source. This is the core of what we do.

More than an org chart. A model of how the work actually flows.

An org chart shows who reports to whom. It says nothing about how work really moves: which handoffs break, where a process quietly depends on one person, where the same data is entered twice, which tools create drag instead of leverage.

The twin captures that reality. It maps the roles people actually perform, the workflows and handoffs between them, the systems they depend on, and the points where those connections create friction, all from how the work is described in people's own words, and kept anonymous by design.

The result is a structural model you can inspect and question, where every line is backed by evidence, not anecdote.

What the twin shows

The operating model, made legible.

Not predictions or opinions. A traceable account of how the work happens now, and where it costs you.

01

The real operating model

The roles people actually perform, the workflows and handoffs between them, and the systems they depend on, mapped beyond the org chart.

02

Where the work has friction

Duplicated entry, broken handoffs, single-person dependencies, and tool drag, surfaced and quantified in cost ranges with every assumption named, never a false-precision number.

03

An independent maturity read

How mature each part of the operating model is, scored on a research-grounded scale, structural and comparable, not a sentiment survey.

04

Evidence, not anecdote

Every finding traces back to the anonymized conversations behind it. The product is the proof.

What it produces

Evidence leadership can defend.

The twin turns structural reality into decisions, not just description.

Workforce risk map

Where the organization is fragile: critical-person dependencies, overloaded teams, processes that hinge on undocumented knowledge.

Critical-role fragility

Which roles are load-bearing, hard to replace, or drifting from their designed purpose, before a departure makes it visible.

AI adaptation readiness

Where AI genuinely helps, where it would break the work, and which roles are already doing what the automation would do.

Hire, redesign, or automate

A traceable priority matrix: what to change first, in what sequence, and what each change is worth.

Scientific foundation

A research-grade model, not an opinion.

The twin is built on a formal ontology of work: a structured, shared vocabulary for the roles, workflows, handoffs, dependencies, and systems that make an organization run. Because every observation maps to the same model, the findings are consistent, comparable, and inspectable, not a slide deck of opinions.

That model is developed with scientific discipline and an explicit, inspectable structure, not house methodology or rules of thumb.

Selected for Mila's Venture Scientist Bootcamp, Summer 2026 cohort.

Because the engine is independent and every finding is traceable, advisory and transformation partners can deliver the twin under their own brand: a scientific white label they can stand behind. You keep the relationship and the strategy; OWI is the scientific layer beneath it.

See it on your own organization.

We'll show you what OWI captures, what stays anonymized, and how the evidence holds up.