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2M identity-verified members· Active duty · Veterans · Military families· AI-moderated conversational interviews· Self-serve fielded engagements· Asynchronous · No moderator scheduling· 2M identity-verified members· Active duty · Veterans · Military families· AI-moderated conversational interviews· Self-serve fielded engagements· Asynchronous · No moderator scheduling·

Active duty · Veterans · Military families

When your decision depends on the military community,

you can't afford to guess.

2M verified members. Decision-grade insight in days, not months.

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Voice-first · live
Voice in. Voice out. No phone number needed.
access.layer — engagement #2841 · pre-launch validation
Cohort recruited
247
↑ 100% identity-verified
Time to first signal
68h
Done in 4 days
Decision risk surfaced
68%
would not use design as drafted
Cohort filled: 247 of 250 post-9/11 Army veterans, VA healthcare users 3h ago
Trust signal: −42 net score on existing communication channels — surfaced for review 1d ago
Decision brief delivered with prioritized recommendations and representative voice 2d ago

Why decision-makers choose us

Unique data. Captured how humans actually talk. Structured into defendable signal.

01
Unique data
Verified veteran cohorts you can't get anywhere else.
2M+ identity-validated members. Service metadata structured at intake — not self-reported.
2M+ verified members
02
Lowest friction
Voice-first capture — the way humans actually talk.
Forms flatten nuance. Voice keeps tone, hesitation, emotion. 89% vs ~23% completion.
89% completion rate
03
Deep structure
Raw voice → coded themes → defendable brief.
Auto-coded verbatims. Quantified signal. Boards and regulators can audit the chain.
1:1 verbatim → signal traceability
04
Speed
Insight in days, not months.
Recruitment in 2 hours. First signal at 72h. Brief in under a week. No procurement.
72h to first signal
The access pipeline

From decision to verified cohort, end-to-end.

Five stages. Identity-verified throughout. Structured output.

1
Define cohort
Era, branch, MOS, healthcare, geography — 40+ attributes.
2
Source from network
From a veteran community, not a generic panel.
3
Verify identity
DD-214 metadata, attribute checks, attention controls, dupe detection.
4
Conduct engagement
Surveys, IDIs, concept tests — fielded fast, monitored live.
5
Deliver brief
Findings, voice, recommendations — built for the decision room.
How participants experience it

No surveys.
Just conversations.

Conversational interviews replace surveys and IDIs. 15–30 min, async, scaled to your study. Verbatim depth, survey economics.

  • No forms Verbatims auto-transcribed, coded, and segmented in-platform.
  • No scheduling Asynchronous by default. No moderator calendars, no time-zone coordination.
  • No drop-off 89% completion vs. ~23% online. Cleaner subsamples.
  • No setup Self-serve. Recruitment in minutes — no SOW, no procurement.
9:41 Live
AI interviewer · 0:12
Tell me about the last time you tried to enroll in a VA program — what stood out?
You · 0:34
The form took twenty minutes. I quit twice. A simpler first screen, and I'd have finished it.
4:38 elapsed 3 of 5 prompts
Old way · New way

Research changes when voice is the input.

The old way
47-question survey, scheduled call, two-week field.

Answers, but not the why. Drop-off mid-form. Tone and emotion thrown out at the door.

23%
Completion
14d
Time in field
words
Signal captured
The new way
AI-moderated conversational interview. Async fielding.

Tone, hesitation, and emotion captured. Auto-coded into themes. Verbatims linked to signal — boards can audit the chain.

89%
Completion
72h
First signal
voice
+ tone + pace

When the decision matters, you don't want answers. You want signal.

The whole platform in seven words

Voice in. Voice out.
AI in between.

Customers brief us by voice. Veterans share by voice. AI does every layer of structure between them — coding, themes, signal, brief.

Voice in
You talk through your decision.
Our AI calls you. ~5 minutes. Your brief is captured by voice — no forms, no scripts.
AI in between
Every layer of structure.
Recruitment. Moderation. Transcription. Tone analysis. Theme coding. Verbatim linking. Decision-grade brief.
Voice out
Their words, preserved.
Veterans share by voice. The brief carries their actual sentences, linked to signal — quotable, defendable.
What voice captures that forms miss

The signal forms throw away — captured, coded, kept.

Surveys give you the answer. Voice tells you how they feel about it. We extract and structure that layer.

Tone & sentiment
When the words say "yes" but the voice says no.
Pace, pitch, and emotion reveal alignment vs. compliance. Forms miss this. Voice doesn't.
"I mean… yeah, I'd probably use it." → flagged: low conviction, slowed pace, hedging marker
Hesitation patterns
Where they pause is where the real friction lives.
Disfluencies and pauses cluster around the hardest topics. Auto-coded into priority themes.
"…enrollment was — uh — kind of a nightmare honestly." → disfluency cluster on enrollment language
Verbatim language
Their words. Defendable. Quotable.
Every signal links to its verbatim. You get the sentence a board can quote.
"It feels like they don't trust me to speak for myself." → quoted in 3 of 12 board briefs to date
1
Raw voice15–30 min conversational interview
→
2
Multi-layer analysistranscript + tone + pace + hesitation
→
3
Coded themesauto-clustered with verbatim links
→
4
Decision briefquantified signal, defendable quotes
The verification engine

Verified identity.
Structured attributes.

Every participant is identity-validated against service metadata. Attributes structured at intake — real subgroups, not aspirations.

Clean samples. Real subgroups. Defendable signal.

DD-214 metadata VA enrollment match Service era MOS / rate / AFSC Disability rating Geography Attention controls Dupe detection
access.layer — verification queue
›recruit --cohort=post911-army-va --n=250 Matching network against cohort definition... Eligible candidates: 1,847   Verifying identity & attributes... ✓ Service era confirmed (post-9/11) ✓ Branch confirmed (Army) ✓ Healthcare profile confirmed (VA users) ⚠ 12 candidates flagged · attention check failure   Running quality controls... ✓ 0 duplicate identities ✓ 0 inconsistent attribute claims   Cohort sealed. ✓ 247 verified participants ready for fielding
The market reality

Generic panels can't
answer your question.

What we provide

Decision-grade access
in days.

Where it earns its place

Where the cost of being wrong is highest.

Pressure-test assumptions. Validate design. De-risk the launch.

01
Validate a veteran healthcare program before launch.
02
Test messaging for financial products.
03
Understand specific veteran segments.
04
Pressure-test product features with real users.
05
De-risk strategic decisions involving veteran populations.
06
Decision-grade signal for a board or investment thesis.
What you receive

A decision brief.
Not raw survey data.

Every engagement returns a brief — signal, voice, recommendation. Built for the decision room.

  • Quantified findings tied to your decision
  • Representative quotes by segment, with attribution
  • Prioritized recommendations (P0 / P1 / P2)
  • Subgroup deltas across cohort attributes
  • Open-text themes, coded and clustered
  • Raw data export for your own analysis
See an example brief
Engagement #2841 · Live brief Live
Insight
68% would not use program design as drafted
Strong preference for simplified single-page enrollment. n = 247.
P0
Voice
"I wouldn't sign up unless it's much easier to understand."
SFC, retired · post-9/11 · Texas. Echoed by 41 other respondents.
Quote
Voice
"I don't trust the system to follow through."
SGT, separated · 100% SC · Florida. Theme echoed in 38% of open responses.
Quote
Reco
P0 · Simplify onboarding to a single-page flow
81% of respondents indicate willingness to enroll if onboarding is < 10 minutes.
Action
Reco
P0 · Address trust barriers in first communication
−42 net trust score on existing channels. Re-segment outreach by VA touchpoint.
Action
0h
Median time to first signal
0+
Structured cohort attributes
0%
Identity-verified participants
Example engagements

What an engagement actually returns.

247
Verified participants · 4 days

Post-9/11 Army cohort, VA healthcare. Recruited and synthesized in one sprint.

Pre-launch validation
68%
Would not adopt as drafted

Surfaced before launch. Drove an enrollment redesign and trust rewrite.

Decision risk avoided
3.4×
Preference shift

Simplified-onboarding preference. Subgroup deltas by tier, era, geography.

Segmentation signal
You are not buying surveys.
You are buying reduced decision risk — answers from the population affected, when being wrong is expensive.
— The real value
The honest comparison

Why we exist at all.

vtrn.ai
Generic survey panels
Identity verification
Service-metadata verified
Self-reported
Cohort attributes
40+ structured at intake
Basic demographics
Time to first signal
72 hours
2–4 weeks
Hard-to-reach segments
Native sourcing
Generally unavailable
Output format
Decision-ready brief
Raw data exports
Quality controls
Attention checks · dupe detection
Variable
Trust with respondents
Veteran-owned community
Anonymous panel
Veterans

Get paid to help shape
what's built for you.

Share your experience on veteran programs. Short, compensated, meaningful.

  • Surveys and in-depth interviews
  • You control your participation
  • Identity verified, privacy protected
  • Real influence on what gets launched
$50–$200
Per session
Join the network
Get started

Stop deciding on
secondary signal.

Configure your cohort, draft your guide, field in minutes. Self-serve, no procurement.

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