Tagged
Evidence
2 articles
Workflow
The AI Underwriter: Faster Analysis or Faster Mistakes?
Source document BUILDING SERVICES AGREEMENT Service charge $4,200 Every month Extract & normalize → Frequency changed here Underwriting model Annual expense $4,200 Amount right. Assumption wrong. The amount can be extracted correctly while the assumption becomes wrong. The…
Abhishek Pandey10 min read
Workflow
Fluent Is Not the Same as Informed
Most AI in real estate today is a general assistant writing about property, not a system that knows the property. Where fluent output ends and informed assistance begins.
Abhishek Pandey7 min read