Hear your workforce and patients between annual waves within one subscription
AI-moderated voice and video research with verified nurses, providers, and patients. Pairs with Press Ganey and NRC quant for full picture. HIPAA-compliant by default. BAA on every engagement. Monthly subscription with 50 interviews included — depth surveys can't reach, on a continuous listening cadence.
Trusted by teams at
Hospital systems face three constraints generic AI tools and quant tracker programs don't solve: Press Ganey and NRC surveys answer 'how' but not 'why'; internal research teams are bandwidth-constrained at 1-3 researchers per system; external agencies take 8-12 weeks per study, capping the year at 2-3 studies. Carevoices delivers AI-moderated voice/video interviews with verified nurses, providers, and patients — recruited from your roster (with consent) or our 10k+ panel, HIPAA Safe Harbor de-identified, BAA included, role-anonymization for workforce confidentiality. Monthly subscription replaces RFP cycles; always-on listening between annual Press Ganey or NRC waves.
Why Hospital Workforce + Patient Research Is Broken
Three structural constraints that generic research tools and tracker programs don't solve.
Tracker surveys can't reach the depth you need
Press Ganey and NRC tracker surveys answer 'how do nurses rate satisfaction' but not 'why are they leaving' or 'which leadership behaviors drive engagement.' Qualitative depth requires interviews, not surveys. Internal research teams of 1-3 people can't run 8-12 quarterly listening cycles. The depth gap between annual tracker waves is structurally underserved.
Every vendor must clear hospital procurement
Hospital procurement reviews require BAA, identifier stripping documentation, and US data residency commitment. For workforce research, role-anonymization documentation is also required to satisfy employer-employee research-permitted handling. Generic AI research tools fail every check; legacy vendors bolt the compliance package on as a separate workstream that delays fielding 30-60 days per study.
Workforce listening cadence is episodic, not continuous
Most hospital systems run one workforce study per year, in response to retention crises. External agencies at 8-12 week cycle times cap the year at 2-3 studies. Continuous listening — quarterly, by department, with rapid feedback loops — would catch issues before they become crises but isn't possible at incumbent vendor velocity.
EHR rollouts and IDN expansions field on consumer-grade tools or not at all
Epic go-lives, Cerner / Oracle Health migrations, and IDN-expansion clinical-integration research need clinician depth that survey tools can't reach and compliance posture that consumer UX vendors can't sign. Most hospital systems run these as internal-only listening with 1-3 researchers, miss the rollout window, and inherit adoption issues that surface 6-12 months later in turnover and burnout data.
How Does Carevoices Compress Hospital Workforce + Patient Research?
Hospital systems use Carevoices to run AI-moderated voice and video interviews with nurses, providers, and patients — recruited from your roster (with consent) or our verified panel, delivered as HIPAA Safe Harbor de-identified transcripts under BAA with role-anonymization for workforce confidentiality. A monthly subscription with 50 interviews included replaces bespoke per-project RFP cycles — workforce experience, retention drivers, EHR adoption, leadership listening, and patient experience deep-dives all run within the same engagement, between annual Press Ganey or NRC waves. The compliance posture is built into the platform, not bolted on.
Will Carevoices work with our existing Press Ganey or NRC data?
Yes. Our deliverables (de-identified transcripts) plug into whatever analysis stack you use — internal teams, Press Ganey dashboards, NRC dashboards, or enterprise BI tools. We don't replace tracker programs; we add qualitative depth between annual waves. Carevoices answers 'why' — Press Ganey and NRC answer 'how'.
Can we recruit our own nurses or do you provide the panel?
Both. For workforce research we typically recruit from your nurse roster with appropriate consent and role-anonymization protocols. For benchmark research against external pools we use our verified nurse panel of 10k+ healthcare practitioners. For mixed studies we combine. You decide on engagement design.
How do CNO-level engagements typically clear procurement?
Most CNOs sign workforce research engagements within their direct decision authority and bypass the full procurement gauntlet. Our monthly subscription is deliberately structured around CNO-level engagement scope — 50 interviews included per month, predictable deliverables, BAA on every engagement, US data residency confirmed in contract, role-anonymization for workforce confidentiality, and same-week fielding once the brief is locked — so fast-moving research clears without enterprise vendor onboarding.
How For CNO, CHRO, VP Workforce Strategy & VP Patient Experience use
Carevoices
Compliance Built In
BAA on every engagement, template available pre-signature. HIPAA Safe Harbor de-identification by default. US data residency confirmed in writing. Role-anonymization for workforce confidentiality. Employer-employee research-permitted handling documented in standard contract. Stimuli pre-approval workflow with versioning and audit trail.
Voice Depth Surveys Can't Reach
Press Ganey and NRC trackers tell you 'how' nurses rate satisfaction; AI-moderated voice and video interviews tell you 'why' they're leaving and which leadership behaviors drive engagement. Verified nurse and provider panel of 10k+ healthcare practitioners. Role-anonymized transcripts safe to circulate to leadership.
Always-On Listening Between Annual Waves
Monthly subscription with 50 interviews included means the next workforce wave fields the moment the prior study closes. Run workforce experience, retention drivers, EHR adoption, leadership listening, and patient experience deep-dives between annual Press Ganey or NRC waves — no per-project procurement cycle between studies.
EHR Adoption & IDN Expansion Research
Voice depth on Epic and Cerner go-lives, ambulatory-EHR migrations, and IDN-expansion clinical-integration questions. Recruit nurses, providers, and clinical-ops staff from your roster (with consent) by department, role, and EHR familiarity. Role-anonymized transcripts feed CMIO and CNIO decision cycles before adoption issues surface in turnover data.
How Carevoices compares to common hospital research alternatives
| Dimension | Carevoices | Press Ganey / NRC / Glint quant | Internal HR engagement surveys | Listen Labs / Outset / generic AI tools |
|---|---|---|---|---|
| Engagement model | Monthly subscription with 50 interviews included; same-week fielding | Annual tracker subscription with quarterly or annual waves | Internal-only; staffed by 1-3 researchers per system | Custom RFP-driven engagement design |
| Methodology depth | AI-moderated voice/video qualitative — primary delivery mechanism | Survey-based quantitative; qualitative is shallow open-ends | Survey-based; qualitative depth limited by internal capacity | Yes — but no healthcare compliance package |
| BAA + role-anonymization for workforce research | Yes — template available pre-signature; role-anonymization documented in standard contract | BAA available; role-anonymization at scale not core to product | Internal handling; no third-party BAA required | No published BAA; 60-120+ day legal retrofit |
| Listening cadence between annual waves | Monthly subscription supports continuous listening between Press Ganey / NRC waves | Quarterly or annual tracker waves; not designed for continuous qualitative | Episodic — capacity caps the year at 1-3 studies | Custom-scoped per round; no compliance reuse between rounds |
| Pairs with existing Press Ganey or NRC quant | Yes — de-identified transcripts plug into whatever analysis stack you use | N/A — they are the quant | Yes — internal-only | Custom integration per engagement |
How hospital systems use Carevoices
Brief us
You define the study question and audience. Our research agent translates the brief into a structured learning plan within 24 hours; recruitment feasibility confirmed before contract.
We recruit and moderate
AI-moderated voice or video interviews with verified clinicians. License + NPI verified at intake, behavioral fingerprinting across interviews, AI-on-AI fraud detection on every conversation.
We de-identify and deliver
Transcripts and recordings stripped of all 18 HIPAA Safe Harbor identifiers, then delivered to your team in standard formats your existing analysis stack already accepts.
You analyze
You analyze the de-identified data using your existing tools and team. We don't replace your analysis stack — we feed it the qualitative data your current vendors can't recruit for fast enough.
"We were CROs competing on speed alone, but patient research was the bottleneck — we would quote 8-week timelines while sponsors went to bigger firms in the US and Europe. Carevoices changed the math. We ran 1,203 patient interviews in 48 hours for one sponsor, with HIPAA-grade de-identified transcripts delivered straight into our analysis stack, and the AI moderator went deeper than our human moderators on the first round. Sponsors come to us specifically now because we can do depth research at scale — 34% recruitment uplift, 52% retention. We can now compete globally because of Carevoices."
Stephane Nyombaire, CEO, Nivella Health
The Carevoices Difference for Hospital Workforce + Patient Research
Generic AI research tools and consumer-grade research platforms can be retrofit for hospital engagements — but the retrofit shows. Carevoices is built around healthcare compliance and workforce research confidentiality from day one. Here's how the architecture compares.
Carevoices Healthcare-Vertical Architecture
- BAA on every engagement, template available pre-signature
- License + NPI verified clinician panel for benchmark workforce research
- Recruit from your roster (with consent) or our verified panel
- Role-anonymization for workforce confidentiality — transcripts safe to circulate to leadership
- Employer-employee research-permitted handling documented in standard contract
- HIPAA Safe Harbor de-identification built into delivery pipeline
- Pairs with Press Ganey / NRC / Glint quant — qualitative depth that surveys can't reach
- 0.4% verified AI-respondent leak rate via 6-Layer Fraud Detection Stack
- PHI never trains a model — period
What Generic AI Research Tools Require
- BAA execution often unavailable or 60-120+ day legal retrofit
- Self-identified panel without license verification or NPI cross-check
- No native role-anonymization workflow; transcripts identify nurses by role + department
- Employer-employee research handling case-by-case, not pre-documented
- De-identification typically a post-fielding service charge or skipped entirely
- Built for consumer research; no integration pattern with Press Ganey or NRC stacks
- Legacy fraud detection that PNAS 2025 shows AI bots evade 99.8% of the time
- PHI in model training pipeline unless explicitly contracted otherwise
In progress: SOC 2 Type II audit (in evidence-collection phase). HITRUST CSF and ISO 27001 are 2026-2027 roadmap. Letter of audit attestation available on request to qualified prospects under NDA.
Run your next workforce or patient study the week the brief is locked
Walk through how Carevoices integrates with your existing Press Ganey or NRC stack. See how the monthly subscription fits CNO-level engagement scope. Get a sample compliant deliverable from a recent engagement.
Walkthrough of how Carevoices integrates with your insights workflow (Press Ganey, NRC, internal teams) and how the monthly subscription fits CNO-level engagement scope
Sample HIPAA-grade role-anonymized transcript and analysis from a recent workforce engagement
BAA template, identifier stripping methodology, US data residency commitment, role-anonymization for workforce confidentiality
Most CNO-level engagements clear procurement within 14-30 days; many close within direct CNO authority.
Common questions
Go deeper on For CNO, CHRO, VP Workforce Strategy & VP Patient Experience
Pillar Guides
Deep-dive guides covering this topic from strategy to execution.
Compliance reference guides
Practical frameworks and platform-specific guides for teams ready to act.
Alternatives & Comparisons
Side-by-side comparisons with competing platforms and approaches.