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UX Research/discovery-to-debrief

Discovery to Debrief

You need to design discovery questions, build the script, and debrief findings.

This is a skillset -- it chains /discovery-question-designer -> /interview-script -> /discovery-debrief or /interview-synthesis. Each skill also works independently.

Use this when you have a discovery call coming up and want to design the right questions, build a structured script, and process the findings immediately after. Choose /discovery-debrief for a quick post-call capture or /interview-synthesis for deeper JTBD-framed analysis.


The chain

StepSkillWhat it produces
1/discovery-question-designerInterview guide with questions targeting real pain and outcomes
2/interview-scriptFull interview script with logistics and note-taking template
3/discovery-debrief OR /interview-synthesisStructured debrief with signals and next steps, OR deeper JTBD-framed insights

How skills chain

  • /discovery-question-designer designs questions that target upstream pain and outcomes, not feature wishlists -> questions flow into the script
  • /interview-script wraps the questions in a complete script with logistics, warm-up, probes, and a note-taking template -> you use this to run the call
  • /discovery-debrief captures signals while they're fresh -> quick structured output for same-day processing
  • /interview-synthesis (alternative) does deeper analysis with JTBD framing -> use when you want more rigorous insight extraction

What the PM does between stages

After...PM decision
/discovery-question-designerReview questions -- are they targeting the right pain points? Any gaps?
/interview-scriptConduct the discovery call. Capture raw notes.
/discovery-debrief or /interview-synthesisShare findings with the team. Decide on next steps.

Related skills: For deeper multi-session research, see /ux-research skillset. For sales-oriented discovery, see /discovery-questions.

Example Output

Input

  • Company context: Bridgepoint Logistics, a mid-market freight brokerage (~$180M revenue) evaluating a TMS (Transportation Management System) upgrade
  • Interviewee: VP of Operations, 12 years in freight, manages a team of 35 dispatchers and carrier reps
  • Discovery goal: Understand operational breakdowns in their current dispatch and carrier matching workflow before a demo of FreightFlow Pro
  • Post-call processing: Quick same-day debrief needed — sales call follows next morning

Output (abbreviated)

/discovery-to-debrief — Bridgepoint Logistics × VP of Operations


Stage 1 — /discovery-question-designer

Interview guide: Dispatch & Carrier Matching Workflow

Theme 1: Current State & Pain Points

  • Walk me through how a typical load gets from booked to dispatched today. Where does it slow down?
  • Where do your dispatchers spend time on things that feel like they shouldn't need to?
  • When a load goes sideways — carrier no-show, late tender — what does the recovery process look like?

Theme 2: Upstream Causes

  • How are you currently matching carriers to loads? What data are you working from?
  • What's the last thing that broke badly enough that someone escalated it to you directly?
  • If your dispatchers had one hour back per day, what would you want them doing with it?

Theme 3: Outcomes & Measures

  • How do you measure dispatcher productivity today? What does "good" look like?
  • What's your on-time delivery rate, and how much variance are you seeing week to week?
  • What would have to be true for you to consider this upgrade a success 12 months from now?

Gaps to probe if time allows:

  • Carrier relationship visibility across the team (is rep knowledge siloed?)
  • Integration pain with their existing ERP (they're on SAP)

Stage 2 — /interview-script

Bridgepoint Logistics — VP Operations Discovery Call Duration: 45 minutes | Format: Zoom | Note-taker: SE or AE on mute


Logistics block (pre-call)

Confirm recording consent. Share agenda in chat. Mute all except PM and prospect.


Opening (3 min)

"Thanks for the time today. My goal isn't to pitch you anything — I want to understand how your team actually works before we show you anything. Mind if I take notes as we talk?"

Warm-up (5 min)

  • "How long have you been in the VP role, and what does your team structure look like right now?"
  • "What's driving the conversation about a TMS upgrade — whose idea was it originally?"

Core questions (25 min)

Current workflow:

  • Walk me through how a typical load gets from booked to dispatched. Where does it slow down?
    • Probe: Is that slowdown consistent or situational?
    • Probe: What's the workaround your team uses today?

Pain & escalation:

  • What's the last thing that broke badly enough that it landed on your desk?
    • Probe: How often does that happen?
    • Probe: What did fixing it cost you — time, money, relationships?

Carrier matching:

  • How are your dispatchers deciding which carrier gets a load right now?
    • Probe: How much of that is in the system vs. in someone's head?

Outcomes:

  • What does a successful week look like for your ops team? How do you know when it's going well?
  • What's your on-time rate today, and how much does it move around?

Future state (7 min)

  • If you picture this working well a year from now — what's different about your dispatchers' day?
  • What would make you regret switching? What would make you regret staying?

Close (5 min)

"Really helpful. One last thing — is there anyone else on your team whose perspective I should hear before the demo tomorrow? And is there anything you're hoping we cover or avoid?"


Note-taking template

ThemeRaw quote or observationSignal strength (H/M/L)
Workflow bottleneck
Escalation trigger
Carrier matching method
Success metric (their words)
Regret/risk framing
Stakeholder mentioned

Stage 3 — /discovery-debrief

To be completed within 2 hours of call


Call summary

  • Interviewee: Marcus D., VP Operations, Bridgepoint Logistics
  • Duration: 42 minutes
  • Overall signal: 🔴 Strong pain, active evaluation, executive-level urgency

Top signals

SignalRaw quote (approximate)Implication
Carrier matching is tribal knowledge"Honestly, half of it lives in Kevin's head. If Kevin's out, we're guessing."Key risk: dispatcher dependency. FreightFlow's carrier scoring is a direct wedge.
Dispatch bottleneck is manual tender"We're still calling carriers before we send the tender. Every time."Process is pre-digital. Automation ROI story will land.
On-time variance is a leadership problem"My boss sees the weekly number. I see why it swings. He doesn't care why."Political pain — Marcus needs optics fix, not just ops fix.
SAP integration anxiety"Our last vendor promised it would work with SAP. It didn't."Must address integration proof point before demo — not during.
Success framing"I want my dispatchers doing relationships, not data entry."Lead demo with time recapture, not feature count.

What we confirmed

  • Current TMS (McLeod) is 8 years old, no mobile, limited carrier visibility
  • Team of 35 dispatchers handling ~900 loads/week
  • On-time rate: ~87%, target is 92%+
  • Decision timeline: Q3 go-live preferred, budget approved in principle

What we still don't know

  • Who else is in the evaluation (did not confirm competitors)
  • IT/procurement involvement — Marcus said "I own this" but hedged
  • Whether the SAP integration concern is a blocker or a test

Recommended next steps

  1. Before tomorrow's demo: Pull FreightFlow's SAP connector case study — send tonight with a one-liner from Marcus's language ("we've done this before, here's proof")
  2. Demo framing: Open with dispatcher time recapture story, not the carrier network size
  3. Discovery gap to close: Book 20 min with IT lead before contract stage — confirm SAP scope
  4. Internal flag: Kevin (dispatcher with tribal carrier knowledge) may be a change management risk — worth asking Marcus how he plans to handle team adoption

Full JTBD-framed synthesis available via /interview-synthesis if deeper insight extraction needed before QBR or roadmap planning.