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What the field shows

Other companies' results, with their sources and their corrections.

None of this is our work. Where a figure could be traced to a primary source it is here with a link; where it could not, it is gone.

Three organisations published enough to be worth reading: Klarna, IBM and Uber. All three also published what went wrong, which is the part most write-ups leave out.

Five fields
  • 01

    Customer support

    Klarna automated two thirds of its chats, then rehired people for the complex cases.

    Read
  • 02

    Knowledge systems

    IBM AskHR answers 94% of common HR questions without escalation. Uber's Genie saved 13,000 hours at a 48.9% helpfulness rate.

    IBM AskHRUber Genie

    Read
  • 03

    Document processing

    No third-party figure here survived its source, so this field carries our approach instead.

    Read
  • 04

    Lead qualification

    The conversion numbers that used to sit here came from vendor marketing. Our approach instead.

    Read
  • 05

    Voice

    Where a phone line earns its place, and where it costs you the call.

    Read

Your numbers will not be theirs. The audit finds out what yours are.