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Data ReliabilitySafety-first

Sugar Data Tool

A safety-first data operations platform for SugarCRM and HubSpot — the trusted layer beneath revenue intelligence and AI.

Role Built end-to-end

The Sugar Data Tool began as a deduplication utility and evolved into a safety-first data operations platform for SugarCRM and HubSpot — protecting the data layer that CRM, revenue intelligence, and marketing operations all depend on.

What it does

  • Dry-run by default — production changes require explicit confirmation, every time.
  • Deduplication & bulk operations with transaction-safe rollback.
  • Bidirectional HubSpot sync — contacts, leads, and campaigns, with hash-based change detection.
  • Conflicts flagged, never overwritten — plus full audit trails on every operation.
  • Every surface covered — dashboard, CLI, worker monitoring, and a browser extension.
Why it mattersGreat AI and analytics depend on trusted data. Sugar Data Tool protects the data layer behind CRM, revenue intelligence, and marketing operations.
Built with
PythonFlaskPostgreSQLHubSpot APIDockerAzure