AI Academy
A gap is a signal, not permission to hallucinate.
When EstateIQ cannot answer a question, that failure becomes useful product signal without allowing the AI to guess.
Why unanswered questions matter
A failed answer can still teach the product team what to build next.
Unsupported questions are valuable because they show what landlords expected the system to understand.
Product learning
The Gap Tool helps the product team understand what users are asking for.
The AI does not answer unsupported questions just because a gap exists. A gap shows demand for coverage; it does not create verified financial truth.
How a gap is captured
The system records safe metadata about missing coverage.
Gap capture is structured so the team can learn from demand while protecting financial trust.
01
Question received
A user asks for financial or portfolio insight through the AI experience.
02
No supported tool match
The router cannot match the question to a registered analyst tool with the right selectors or report coverage.
03
Gap event captured
EstateIQ records safe metadata such as intent, domain, missing capability, and org-safe context.
04
Taxonomy first
The gap is categorized into a deterministic taxonomy before any later clustering is considered.
05
Product review
The team decides whether the gap calls for a new tool, selector, report, dashboard card, or documentation page.
06
Reviewed coverage
New coverage must be implemented, tested, and reviewed before becoming part of the AI system.
Gap taxonomy
Gaps are categorized before they are grouped.
A deterministic taxonomy creates consistent signal before any later clustering groups repeated gaps.
Missing analyst tool
Missing selector or service coverage
Missing report metric
Missing dashboard card
Missing document or lease context
Missing education or documentation
From gap to new analyst tool
New AI coverage must be built, tested, and reviewed.
Repeated gaps can reveal a missing product capability, but they still require deliberate implementation.
A new analyst tool for a supported question type.
A selector that safely exposes an existing record view.
A report or dashboard card that makes repeated analysis easier.
A documentation page when the question is educational rather than computational.
Why this is safer
The Gap Tool improves coverage without letting the AI guess.
Free-form AI often tries to be helpful by filling gaps. EstateIQ's approach keeps missing coverage visible instead.
Safety boundary
A gap is not an answer.
New coverage must be implemented, tested, and reviewed before becoming part of the AI system. Until then, the unsupported question remains a gap, not a model-generated financial conclusion.
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