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# Property data exploration

# Property data exploration

Data

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Answers questions about public property and business data in plain language — appraisal and parcel records, permits, registered companies, contractor reputation, geographic filters and the schema behind them — by driving the published tool surface rather than writing queries by hand.
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- **Used when**
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— When someone wants to count, list or cross-reference properties and businesses in a jurisdiction, or to understand what a schema field means.
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- **Loads first**
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- The tool-surface usage skill.
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- The coverage record for the jurisdiction in question, so an answer can be qualified by what is actually held.
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- **Returns**
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- The question as it was understood, the jurisdiction, and the filters applied, including any default threshold it chose.
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- The tools called in order, with their key parameters.
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- The answer — counts, listings with their evidence, or schema excerpts.
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- The method and the coverage limits, stated as how much of the population was inspected.
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- Gaps, assumptions and blockers, each with the exact fix.
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- **Hands off**
- Public record ingestion — ingesting, refreshing and indexing a jurisdiction's public records

## Others in Data

- Counterparty document expectations
- Data-lake assistant
- Dataset fulfilment
- Knowledge search
- Metric reconciliation
- Model curator
- Pipeline control panel
- Public record ingestion
- Question answering
- Report catalog
- Search to production
