Platform

The infrastructure between AI options and AI decisions

Three connected layers turn the noise of the AI market into a ranked, priced, provable portfolio of work decisions.

01 — Global Labor Graph

Start from reality, not a vendor deck

The Global Labor Graph is a live map of how AI is actually meeting work: more than seven million companies, nearly two billion workers, and every major AI vendor — grounded in decades of proprietary employment data, public signals, and your own company data. It is the largest continuously updated picture of human and digital labor in existence.

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Decades of proprietary employment data underneath every recommendation

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Public and market signals layered against company-specific data

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Continuously refreshed as deployments succeed and fail in the wild

02 — Units of Potential

Every recommendation is a priced, scored decision

A Unit of Potential is a documented configuration of humans and agents: what work changes, what it is worth annually, what it does to your workforce, and how confident the evidence is. Your strategy stops being a list of pilots and becomes a ranked portfolio.

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Attached annual value, modeled against companies like yours

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Workforce impact stated up front — roles augmented, shifted, or created

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Confidence scores that tell you how strong the evidence actually is

03 — Evidence & Proof

Adoption tells you what shipped. We tell you what worked.

Once configurations are in motion, deployment data flows back into the graph. Rankings re-score as business conditions evolve, so the portfolio your board sees reflects proven value — not last quarter’s promises.

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Continuous re-ranking against live deployment data

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Defensible, auditable reasoning behind every recommendation

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Kill-or-scale signals for every configuration in motion

Ecosystem

Built to sit inside your stack, not beside it

Agent platforms

Configurations flow directly into the platforms where your digital labor already runs — no rip-and-replace, no parallel stack to maintain.

Deep workforce data

The Global Labor Graph is grounded in decades of proprietary employment data — a depth of workforce signal no model provider can replicate.

API access

Portfolio, rankings, and Units of Potential are available programmatically, so evidence lands in the tools your teams already use.