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Ale Cabrera
Ale Cabrera
PortfolioProduct doc

SHIPPED · HUBSPOT

Data Pipeline Validation Gateway

Partnered on validation gateway logic that cut customer-reported data errors by 40%.

Customer-reported data errors

Before the gateway
After launch
40% fewer

Bars show the relative volume. Before = 100.

Timeline

  1. Phase 0
    Kickoff: validation gaps generating customer-reported errors
  2. Phase 1
    Discovery: partnered with engineering on validation gateway logic
  3. Phase 2
    Ship v1: pipeline rules and quality workflows live
  4. Next
    Customer-reported errors reduced 40% post-launch

Where the gateway sits

  1. Bad data reaching customers
  2. Validation gateway logic
    + pipeline rules
  3. -40% customer-reported errors

The problem, and what happened

ProblemHow it was handledResult
Bad data was reaching customers before this gateway existed, generating reported errors.Partnered with engineering on validation gateway logic, pipeline rules, and customer-facing data quality workflows.A 40% reduction in customer-reported data errors.

My role. Partnered with engineering on the logic and rules.

Who benefits. Customers see fewer data errors reaching them.

Product leader with a data scientist past · Zapier, Clearbit, HubSpot

Product doc: ale-cabrera.com/portfolio/data-pipeline-validation-gateway