Moving from Systems of Record to a System of Intelligence

A semantic layer for corporate real estate strategy.

We deploy a Common Data Model and CRE ontology that makes portfolio decisions computable: neutral across vendors, aligned to how your business actually runs, and structured for deterministic analytics and enterprise AI.

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Neutral by design

Agnostic to your service providers and software. We normalize data across HR, Finance, and CRE systems so strategy stays in your control.

10x faster data engineering

We automate the data engineering work so you get value in months, not multi-year internal data lake cycles.

Deterministic AI foundation

We structure data for precision. AI that calculates with governance and repeatability, rather than guessing with probability.

The issue is not reporting. It is architecture.

Most CRE stacks were built to capture reality (payments, work orders, lease abstracts). They are great at looking backward. They struggle to forecast and connect decisions to P&L, employee experience, ESG goals, and risk. That gap turns teams into manual data janitors.

The 80/20 trap

Teams spend most of their time aggregating disconnected data and too little time making decisions.

The vendor bias

Service-provider data models optimize delivery for the vendor, not the occupier's strategy.

The IT bottleneck

Generalist data projects take years because the CRE semantics and grain are missing.

Our solution: a semantic layer for strategy

We deploy a proprietary Common Data Model designed for the corporate occupier, accompanied by a CRE ontology that encodes context and relationships.

Neutrality

Agnostic to your service providers and software. Normalize across HR, Finance, and CRE.

Speed

Automate data engineering and modeling work dramatically faster than generalist approaches.

Future-proofing

Structure data for deterministic results so enterprise AI can calculate with precision.

What changes inside your org

One version of truth

HR, Finance, and Real Estate stop reconciling competing numbers and start using shared logic.

Reusable decision logic

Once you model Total Cost of Occupancy, it powers Finance, Ops, and Strategy simultaneously.

Faster cycles

Replace quarterly Excel wars with automated, auditable narratives on demand.

Want to see how this fits your stack?

We can map your current systems and show the fastest path to a decision-ready model.

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