Surfacing Placement Opportunities for CBRE's Leasing Division

Where the friction lived.

In leasing, the best placement isn't the one you find — it's the one you find first. CBRE's leasing division was working across 300+ data sources covering tenant signals, market activity, and available office inventory, but the picture was fragmented. By the time the team had rebuilt the underlying datasets each week, fits between prospective clients and leasable offices had already been quoted by a competitor. The bottleneck wasn't talent — it was the time it took to assemble the market view.

Commercial real estate is a market where placement timing decides the deal. The ingestion layer doesn't replace the broker's judgment — it gives the team a starting line that's hours ahead of where they used to begin. Tenant signals, market activity, and available inventory land in one place on a cadence the team can plan around, so the conversations that turn into placements happen while the opportunity is still open. Pulling external market signals into the same surface also gives the team market context for placement decisions they previously had to make from internal data alone.