Real Estate Data Platform — Custom Consulting for a Property Group
Challenge
A mid-sized property group had more data than they could use — CRM, transaction history, market feeds, property management systems, lead sources — all in separate tools, none talking to each other.
Decisions were made on gut feel or partial information, because assembling a full picture took hours of manual work every time.
Solution
We built a unified data platform with an AI-assisted analytics layer: a consolidation layer pulling CRM, PMS, and market feeds into one queryable source of truth; a portfolio dashboard for leadership covering occupancy, revenue by property type, and pipeline; market-intelligence integration; and AI-assisted reporting that surfaces anomalies and answers natural-language questions like "top-performing properties by yield in the last 90 days".
Results
The group moved from monthly manual reporting to real-time portfolio visibility; ad-hoc reporting requests to the operations team dropped significantly; and decisions shifted from reactive to data-informed.
Lessons we now reuse on every data engagement: start with the data model, not the dashboard; AI only works on clean data; and adoption needs simplicity at the point of use.
Insights
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