Product Management

20+ discovery calls to a top-3 roadmap brief

2026-08-30 · 8 min read

The short answer

Discovery isn't call stacking; it's a ranked deliberation. At Upcore we ran 20+ prospect interviews across 12 verticals, distilled them into an opportunity brief, and surfaced the top-3 agentic-AI use cases by severity, ROI, and buildability. The scoring frame is the deliverable, not the call logs.

An enterprise PM's superpower isn't the meeting you run; it's the decision stack you enforce. In discovery-heavy projects the meeting is almost the vacuous part — the discipline is in turning raw interviews into a honest committee.

The interview phase

  • 20+ structured calls with would-be buyers across 12 verticals
  • Each tracked: pain, budget signal, who "wins", priority phrasing
  • Are interview notes signal-rich — each one lands as a claim, not a story

Synthesis out of interviews

  • Severity — how sore is this pain?
  • ROI — "would they pay to make it go away?"
  • Buildability — can we ship this without rebuilding the factory?

The top-3 use cases by this triple are what a roadmap should be allowed to defend. Everything else is a tasteful "not yet."

What the brief said

  • 20+ interviews produced a target pulse ("agentic AI for sees, order, dispatch")
  • 12 verticals surfaced cross-functional flow, not a shadow play
  • Top-3 opportunity brief survived, and both a pricing and an intel play leaned on it

The slides that survived

  • One slide: pain, out, budget, buildability, for each of the top 3
  • One ranking: "what we'd do 0-6 months"
  • No "insight" deck with a hundred bullet points

What I'd do differently

  • Run quant after qual. Interviews raised questions; a scorecard would verify them at 5x reach.
  • Design the interview with scoring baked. Asking "how bad is this, 1-10" per pain earlier beats post-hoc coding.

For the mechanics I keep alive, the deep-dive method covers evidence; for the agentic side, how I build with agents is the same discipline.

Frequently asked questions

How many interviews do you need for product discovery?+
We did 20+ first-party, vertical-aware conversations; enough for pattern, not unanimity.
What separates good discovery from a spicy survey?+
Every interview ends as a signal, not a quote — scored for severity, ROI, and buildability.
How do you choose the top-3 use cases?+
Score each opportunity on severity, ROI, and buildability; the top three separate you from a dartboard.
S

Saswata S. Sengupta

PM at Upcore Technologies. Cut checkout abandonment 73.1% to 53.9%. IIT Jodhpur MBA. All posts are grounded in shipped work with published numbers.

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