Skip to content
Krishna Peri
Back to writing

Notes & frameworks · 6 of 6

Data Synthesis

Turning raw research into themes worth acting on

Interviews produce noise before they produce insight. The Kraft Heinz "Discovery of Pain" boards and the EU Connected Dispenser theme clusters use the same move: group verbatim pain points by theme, then size each group by how often it came up, ignoring which quote sounds best.

The discipline that matters most is keeping quotes attached to their theme. In the Kraft Heinz work, "downtime management," "labor shortages," and "data analytics" became separate, rankable themes because each still had three or four direct quotes under it when we presented to stakeholders.

I’m ready to present a synthesis when:

  • I can trace every theme back to specific interview quotes.
  • Themes are sized by how many interviews raised them, so one loud voice can’t dominate.
  • The output is a ranked shortlist that tells the team what to build first.

Open to senior and staff roles

Seen work you'd want on your team?

Book a 30-minute intro call, or email me. I reply within a day.