Insights
Practical notes on data, analytics, AI, and how we ship. Written for leaders and builders who want fewer surprises and clearer next steps.
May 2, 20261 min read
Lessons from building models where stale comps, messy MLS feeds, and investor trust all show up in the same room.
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Apr 22, 20261 min read
How we helped a distributed organization standardize reporting while respecting regional constraints and audit expectations.
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Apr 12, 20261 min read
Practical notes on capture conditions, label noise, and how we decided what “good enough” meant before asking stores to change behavior.
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Apr 1, 20261 min read
How we aligned definitions, ownership, and refresh SLAs before opening self-serve reporting.
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