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Operating executive, US commercial real estate

AI valuations the operator could defend to the board.

$20M modeled 10-year NOI/NPV uplift, six fragmented sources unified, every dollar traceable to a predicted valuation.

The proof

The results, kept honest.

$0Mmodeled 10-year NOI/NPV uplift
Six fragmentedsources unified into one evidence pack
Every dollartraceable to a predicted year-end valuation
01

The challenge.

The operating executive had to defend asset numbers he did not generate, while the owner fought a deep discount to NAV. Data was trapped across six fragmented sources and outsourced operators, with no central layer and no way to tie a recommendation back to a number the board would accept.

02

The approach.

  • Capability-center roadmap sequenced over multiple quarters.

  • Vendor data-quality clauses for outsourced operators.

  • NOI-anchored ROI model tied to source data, operating assumptions, and predicted valuation impact.

03

What shipped.

  • Six fragmented sources unified.

  • Asset-level data gaps traced to outsourced operating partners.

  • ROI stated in NOI and predicted-valuation terms, not generic productivity language.

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