AI Training

Product team turns quarterly feedback reviews into weekly insight

A product and operations team at a financial institution was making product decisions based on customer feedback that was reviewed by hand, once a quarter.

Financial Services · Product and Operations · Applied AI Training

Before
  • Customer feedback reviewed manually once a quarter
  • Product requirement documents took around two weeks to draft
  • Routine operational reporting consumed hours every week
After
  • Feedback themes analyzed every week with AI-assisted summarization
  • Requirement drafts produced in days, then refined by the team
  • Operational reports generated from templates in minutes

What we did: Applied AI Training focused on Generative AI for analysis and documentation, with data-handling rules aligned to the organization's compliance requirements and exercises built on the team's real work.

Quarterly → weeklyCustomer feedback analysis
50%Faster requirement drafting
4+ hrsSaved per person, every week

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