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High-volume product operations

Cutting a two-week onboarding process down to hours

Operations team onboarding thousands of product records across systems

Weeks → hours

Cycle time reduction

The problem

Launching or updating product master records required manual steps across teams — email chains, spreadsheet checks, and repetitive data entry. A process that should take days routinely took two weeks.

Starting state

  • SOPs spread across teams
  • Manual validation and handoffs
  • No single automated workflow

What changed

  • Mapped the real SOP with ops and product stakeholders
  • Built an agentic automation workflow to orchestrate steps, validations, and handoffs
  • Integrated with existing data platforms instead of replacing them

Results

  • Two weeks reduced to under a few hours for new product onboarding
  • Fewer errors from manual re-entry
  • Teams redirected from coordination work to exception handling