Tech / Automation + AIBusiness Data Automation System

Business Data Discovery + Enrichment

A geography-led research workflow that discovers businesses, enriches and cleans their records, removes duplicates, and stores structured output.

Workflow map showing location selection, business discovery, enrichment, AI processing, deduplication, and spreadsheet output
System map / real workflowLocation selection → discovery and enrichment → clean spreadsheet output

Overview / Demonstrated capability

What this work makes visible.

A geography-led research workflow that discovers businesses, enriches and cleans their records, removes duplicates, and stores structured output.

  • 01Geographic business discovery
  • 02Record enrichment and sanitization
  • 03AI-assisted processing
  • 04Deduplicated structured output

Problem to business value

How the system operates.

01Problem
Geographic business research becomes repetitive and inconsistent when records are gathered manually.
02Trigger
A schedule selects the next location to research.
03System / Logic
Geocoding and business discovery retrieve details, sanitize records, and prepare them for processing.
04Execution
AI-assisted processing and deduplication organize the results.
05Output
A cleaner, structured business list is written to a spreadsheet.
06Business Value
Repeatable market discovery and lead research without manual copy-and-paste.

Relevant capability

Automation + AI

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