AI Moderated Interview
Expert interview,
at survey scale.Â
AI-moderated expert interviews gather qualitative insight from many vetted experts at once, then deliver one concise, synthesized report. The depth of a consultation, the reach of a survey.
When you evaluated this approach in practice, what trade-offs mattered most?
Mostly integration cost versus time-to-value for mid-market teams…
Interesting — can you walk me through a specific case where that tension showed up?
A NEW CATEGORY
A hybrid built for qualitative answers at quantitative scale
Traditional expert calls go deep but don’t scale. Surveys scale but stay shallow. AI-moderated interviews give you both — rich, probing conversations with many experts at once, captured and synthesized automatically.
HYBRID
AI-Moderated Interviews
Adaptive conversations that probe for the “why,” run in parallel across many experts, and synthesize instantly.
Expert Interviews
Deep, adaptive, human. But limited by scheduling, bandwidth, and the cost of one conversation at a time.
Surveys & Panels
Fast and scalable. But fixed questions can’t follow up, and structured data misses nuance and context.
WHY IT WORKS
Why leaders choose AI-moderated interviews
HOW AI MODERATED INTERVIEW WORKS
A moderator that listens, probes, and understands
Maven’s AI moderator runs a real conversation, adapting in the moment, following up on what it hears, and capturing nuance that fixed questionnaires miss.
Dynamic, adaptive probing
The moderator doesn’t read from a script. It listens to each answer and asks the natural follow-up, chasing the “why” behind every response.
- Real-time follow-ups based on what each expert actually says
- Intelligent skip logic so every expert hears only relevant questions
- A consistent, unbiased interview style across every conversation
Expert Interview
What drove that decision specifically?
Compliance was the deciding factor for us…
Tell me more about how compliance shaped the rollout.
∞
Parallel interviews
24/7
On the experts' time
200+
Countries reachable
Voice
Spoken responses
Video
Video context
Text
Typed responses
Multimodal & multilingual, at scale
Conduct hundreds of interviews simultaneously — by video, voice, or text, in the expert’s own language and time zone.
- Experts choose video, voice, or text — whatever they prefer
- Native-language interviews remove geography and timezone friction
- Sessions can pause and resume, so busy experts finish on their terms
Instant synthesis you can trust
As interviews complete, AI surfaces the themes, representative quotes, and points of consensus and disagreement — no manual tagging or transcript-sifting.
- Themes and patterns extracted across every interview automatically
- Verbatim quotes preserved and linked to their source
- Consensus and outliers identified so signal stands out from noise
Example synthesis output
Mapping AI Training Ecosystem
“The rate variance between annotation vendors is honestly the biggest surprise here.”
— Senior ML Ops Lead, Fortune 500 tech companyWHERE AI MODERATED INTERVIEW FITS
Built for the questions only experts can answer
Anywhere you need opinion, advice, and expertise, gathered broadly and quickly.
MARKET & COMPETITIVE ADVANTAGE
Pressure-test a thesis against dozens of practitioners who live the market daily.
VOICE OF CUSTOMER
Understand motivations and unmet needs with conversations that follow up, not just tally.
PRICING & POSITIONING
Surface how the market really values an offer, with reasoning behind each view.
DUE DILIGENCE
Gather candid expert perspective on a sector, technology, or company — fast and at depth.
CONCEPT & STRATEGY VALIDATION
Put an idea in front of many experts and learn what holds up before you commit.
EMERGING TRENDS
Capture early signal across a field while it’s still forming, in days not months.
Human Intelligence. At Scale. On Demand.
See how AI-moderated interviews can answer your next question in days with the depth of a consultation and the reach of a survey.