Before the SC team review, we stress-tested the 13-frame walkthrough against two simulated agent personas to surface UX assumptions that need real-user validation. The findings below are hypotheses to test in the room, not facts. Each section is one piece of input you can bring to the conversation.
Confirmed adoption-critical: veteran agents are the swing vote on whether the team standardizes on the tool. New agents are the highest-volume daily users.
What each persona said in their own voice as they encountered each frame, followed by the underlying assumption to validate.
Seven themes that emerged across every frame, ranked by impact on the design.
Each row is a meeting discussion item. The team's answers turn assumptions into facts.
| # | Assumption | Risk | How to test |
|---|---|---|---|
| 1 | Pacing bar will mirror Luke's pacing tool exactly | High | Side-by-side comparison test on the same agent + day |
| 2 | Cooling thresholds (1d new, 2d renewal, 5d follow-up) match real workflow | High | Show 10 cooling examples, ask veterans "would you call this cooling?" |
| 3 | Auto-grouping in triage feels accurate | High | Compare algorithm's "close out" pile vs agent's manual sort on same 20 leads |
| 4 | Voice memo transcription is accurate enough for sensitive notes | High | Pilot with 5 agents recording 10 calls each, measure edit rate |
| 5 | GM dashboard surveillance fear is manageable with transparency UX | Medium | Show the dashboard to 3 agents, measure anxiety signal |
| 6 | Streak counter motivates retention without annoying veterans | Medium | Setting toggle from day one with usage data |
| 7 | Morning briefing is welcome (vs annoying modal) | Medium | Switch from modal to top-of-page panel, A/B |
| 8 | Behind-pace banner motivates action vs demotivates | High | A/B test copy variants with two cohorts |
| 9 | Bulk text is a workflow agents will use | Medium | Reposition as outreach assist, validate cap-at-8 + per-recipient review |
| 10 | Async coaching notes feel helpful vs surveillance | High | Opt-in default with tenure-based auto-flip; pilot with 1 GM |
Predicted failure modes if we ship without resolving the assumptions above.
Five changes that would meaningfully shift how the team reacts in the room.
Don't bring solutions to the assumption questions — bring the questions themselves.