Digital Craftsman logoDigital CraftsmanData & AI for Operations
← All case stories

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