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Perspectives

Synthetic stakeholder panels for healthcare design teams

Describe a scenario. Meet your patients, providers, and nurses. Interview them one-to-one or as a group. Get a research report in minutes, not months.

Ensure your users are involved in every decision.

With a dramatic increase in production capability and development speed, it is harder than ever to include the needs, desires and inputs from your end users. Turn your existing research into a tool for evaluating every product decision with your users in mind.

How It Works

Perspective tools create unique personas with detailed backstories to help evaluate your product decisions.

01
Setup

Describe your scenario in plain language — or upload a PRD, brief, or research document.

02
Personas

AI generates a diverse panel grounded in real research frameworks — each with a distinct mindset, condition, and life context.

03
Interview

Ask questions one-to-one. Each persona responds in character, with live insights and suggested follow-ups.

04
Focus Group

Put the whole panel around a virtual table. Ask the group — 3 to 8 voices respond with different perspectives.

05
Report

AI synthesises the conversation into themes, quotes, and strategic implications. Export as PDF or DOCX.

Three Perspectives

Each perspective engine is trained on three layers of knowledge.

Foundation knowledge ships with every plan. Intelligence reports refresh monthly. Client research connects your own evidence in Pro.

Patient Perspective

Every synthetic patient represents a unique story — a perspective driven by their attitudes, their health history, and their access to healthcare.

Foundation

10-element Px framework (Cost, Care Quality, Convenience, Confidentiality, Communication, Collaboration, Consideration, Community, Comfort, Choice), mindset quadrants, and 162 peer-reviewed research sources.

Intelligence Reports

Monthly synthesis of patient behaviour signals, app launches, and policy shifts.

Client Research (Pro)

Bring your own interviews, surveys, and panels into the persona engine.

Provider Perspective

Every synthetic provider represents a unique perspective — shaped by their workflow, their patient load, and their relationship with the system they work in.

Foundation

Trust × Agency model, clinical workflow modelling (EHR friction, documentation burden, care coordination, professional autonomy), and 300+ healthtech product profiles.

Intelligence Reports

Monthly read on EHR releases, payer rule changes, and clinician sentiment.

Client Research (Pro)

Layer in your own provider interviews, NPS, and time-in-motion studies.

Nurse Perspective

Every synthetic nurse represents a unique perspective — shaped by their unit, their workload, and the strategies they use to get through the shift.

Foundation

Frontline archetypes, care dynamics (staffing ratios, patient advocacy, system navigation, burnout patterns), and retention literature.

Intelligence Reports

Monthly view of unit-level pressures, union actions, and shift-tech adoption.

Client Research (Pro)

Connect your own ride-alongs, exit interviews, and shift logs to the engine.

The Bundle

Perspectives

All three perspectives together — plus Cross-Perspective Co-Creation and six instant analysis tools.

Cross-Perspective Co-Creation

AI composes an optimal mixed panel — patients, providers, and nurses together — and steers the conversation toward shared solutions.

6 Instant Analysis Tools
Desirability Pulse Score
Instant viability signal from your panel — a 0–100 score with confidence intervals, broken down per cohort.
Red Flag Intercept
Adoption risk analysis before you build — surface dealbreakers, compliance flags, and trust fractures by persona.
Cohort Resonance Match
Which segments will adopt first — ranked by mindset quadrant, with adoption velocity estimates and objection themes.
Friction Map
Journey friction zones by persona — pinpoint where drop-off happens across onboarding, first use, and ongoing engagement.
Provider Burden Index
Workflow impact scoring — EHR friction, documentation load, and cognitive cost per feature, benchmarked against current tools.
Soundbite Pack
Board-ready stakeholder quotes — pulled verbatim, tagged by theme, ready to paste into exec decks and investor updates.
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