Cevi vs. Hyro
2026 Comparison
Comprehensive comparison of Cevi's AI-powered workflow closure platform against Hyro's enterprise conversational AI for patient communications. Cevi focuses on operational workflow completion with EHR-ready output; Hyro excels at handling inbound patient access requests at scale.
Quick Verdict
Choose Cevi for deep operational workflow automation and EHR integration (same-day go-live or managed) across your entire practice; choose Hyro if your primary need is handling high-volume patient calls and scheduling at a large health system scale.
Choose Cevi if...
- Same-day go-live with full practice control, or white-glove managed service
- 148+ healthcare integrations + pre-built workflow templates
- AI agents tested on thousands of patient personas
- Automatic knowledge base from your practice data
- Medical practices without IT teams needing end-to-end workflow closure
- Organizations requiring prior authorization lifecycle automation
- Insurance intelligence and medication management workflows
- Custom integrations to proprietary systems and EMRs
- Success-based pricing aligned with work actually completed
- Complex multi-step practice policy enforcement
- Small-to-mid practices (SMBs) with budget constraints
- You need to be live fast — with a platform that works with your existing systems or runs the front end directly
Choose Hyro if...
- Large health systems with 30M+ annual patient interactions
- Primary need: inbound patient scheduling and refill handling
- Fastest deployment requirement (3-day go-live target)
- Epic or Meditech as sole EHR (certified integration)
- Enterprise budget ($10K+/month acceptable)
- Proven track record with 45+ health system deployments
- Focus on call center automation and abandonment reduction
Scorecard
| Category | Cevi | Hyro | Notes |
|---|---|---|---|
| Workflow Automation Depth | 5 | 3 | Cevi handles end-to-end closure including prior auth, insurance verification, medication management, and EHR output. Hyro focuses on call handling and initial request routing. |
| EHR Integration | 5 | 4 | Cevi offers broad API integrations to every platform with EHR-ready structured output. Hyro certified for Epic/Meditech but limited to patient communication layer |
| Deployment Speed | 4 | 5 | Hyro claims 3-day deployment (fastest in market). Cevi pilot within 1 week with full integration; longer implementation for complex workflows |
| Platform Maturity & Scale | 4 | 5 | Hyro: 45+ health systems, 30M+ patient interactions, $95M funding. Cevi: emerging high-growth platform with strong product-market fit in SMB/mid-market. |
| Pricing Accessibility | 5 | 2 | Cevi: success-based pricing (pay for work completed), serves practices with minimal budgets. Hyro: $10K+/month minimum, enterprise-only pricing model. |
| Support & Customization | 5 | 4 | Cevi: 24-hour premium support, extensive custom automations, SLA commitment. Hyro: enterprise support but less flexible for non-standard workflows. |
| IT Requirements | 5 | 3 | Cevi designed for practices with no IT team; no-code configuration. Hyro requires health system technical infrastructure and Epic/Meditech expertise. |
| Domain Expertise | 5 | 4 | Cevi: deep healthcare operations knowledge (prior auth, insurance, medication, policy). Hyro: strong on patient communication but lighter on back-office operations. |
| Compliance & Security | 5 | 4 | Cevi: HIPAA, GDPR, SOC 2 Type II, ISO 27001, ISO 27701. Both HIPAA-compliant. Cevi includes HITRUST preparation and practice-specific policy enforcement. Hyro: ISO 27001 certified (no HITRUST or SOC 2 mentioned). |
| Multi-Language Support | 4 | 1 | Cevi: multi-language ready. Hyro: English-only, limiting reach in diverse patient populations. |
Access Layer vs. Closure Layer: Where Hyro Stops, Cevi Continues
Hyro excels at handling inbound patient communication—answering calls, scheduling appointments, fielding common questions. It's a call center AI. But once a patient request is routed to a human, Hyro's value ends. Cevi starts where Hyro ends: automating the operational workflows that complete those requests—prior authorization, insurance verification, medication management, documentation, EHR entry.
Where Cevi continues
Cevi bridges the gap by automating the entire lifecycle: from initial request capture through insurance verification, prior auth submission, medication management, practice policy enforcement, and EHR-ready output. Work is genuinely completed, not just routed.
Where Hyro stops
Hyro hands off to human staff when workflows become complex or require system integration. High automation rate (85%+) on simple tasks, but limited to 'ask and answer' layer.
A patient calls Hyro to schedule surgery. Hyro schedules it and confirms insurance eligibility. A human staff member then spends 2+ hours verifying benefits, submitting prior auth requests, checking medication interactions, and documenting in Epic. Cevi automates that 2-hour downstream workflow—freeing humans to focus on care coordination instead of paperwork.
Cevi path
- 1. Request triggered (call, form, API)
- 2. Cevi routes to appropriate workflow automation
- 3. Insurance verification, prior auth, medication checks automated
- 4. EHR-ready output delivered to practice systems
Hyro path
- 1. Patient calls (Hyro answers)
- 2. Hyro routes to scheduling or FAQ
- 3. Human staff takes over for complex workflows
- 4. Manual documentation and follow-up
Real-World Workflow Automation: The Work Hyro Cannot Complete
These workflows represent the operational backlog in most healthcare practices. Hyro can field the initial patient inquiry; Cevi automates the downstream work.
Trigger: Patient calls to schedule surgery; Hyro confirms need for prior auth
Cevi
- Cevi: auto-extracts insurance details, submits auth request via API, monitors approval status, updates EHR, notifies patient via Slack. Est. 5 minutes.
Hyro
- Human staff: extract patient info, verify insurance, submit auth request manually, track status, call back patient. Est. 90 minutes per case.
Where Hyro Drives Revenue (and Where It Doesn't): The Full Picture
Hyro reduces call abandonment and improves scheduling efficiency—valuable for health systems. But it doesn't address the operational inefficiencies that drive the most significant revenue leaks. Cevi targets the high-impact workflows that directly affect the bottom line.
Prior Auth Denials & Rejections
Cevi
Cevi auto-verifies auth requirements, submits clean requests, reduces rejections to <2%
Hyro
Hyro schedules patient but doesn't verify/submit auth; human staff delays cause 15-25% rejection rate
$2,000–$5,000 per rejected case (lost revenue, rework, patient dissatisfaction)
Staff Hours on Administrative Work
Cevi
Cevi handles prior auth, benefits verification, policy checks, medication screening; saves 10-15 FTE hours/week
Hyro
Hyro saves 3-5 FTE hours/week (call center efficiency); downstream work still manual
$500K–$1.2M annually (10-15 FTE at $75K loaded salary)
Documentation Gaps & Audit Exposure
Cevi
Cevi enforces policy compliance, auto-documents all actions, EHR-ready output reduces audit risk
Hyro
Hyro logs calls but doesn't enforce policies; manual documentation gaps remain high
$100K–$500K (compliance penalties, audit costs, legal exposure)
Appointment Cancellations & No-Shows
Cevi
Cevi pre-screens (insurance, prior auth, policy) before booking; reduces no-show rate ~15%
Hyro
Hyro optimizes scheduling; Hyro customer (Tampa General) achieved 21% scheduling increase
$100K–$300K (lost revenue from no-shows, rescheduling overhead)
Unverified Benefits & High-Risk Claims
Cevi
Cevi verifies benefits in real-time before service delivery; flags risky claims proactively
Hyro
Hyro checks basic eligibility; doesn't verify coverage limits, deductibles, exclusions
$250K–$750K (denied/underpaid claims, bad-debt write-offs)
Slow Referral Coordination & Lost Specialist Captures
Cevi
Cevi auto-verifies referrals, submits electronically, tracks completion; ensures specialists receive clean referrals
Hyro
Hyro sends referral confirmation to patient; doesn't verify with specialist, track coordination
$150K–$400K (lost specialist revenue, delayed care, poor care coordination metrics)
Adverse Drug Interactions & Safety Events
Cevi
Cevi screens interactions automatically for every new prescription; flags issues to prescriber in <1 min
Hyro
Hyro doesn't screen medications; manual pharmacist review adds 20+ min per prescription
$50K–$200K (liability, adverse events, patient safety incidents)
Tampa General Case Study (Hyro): Scheduling Uplift
Cevi
Cevi: Plus efficiency gains from downstream automation, additional $300K-$500K from operational closure
Hyro
Hyro: 21% scheduling increase, 56% call abandonment reduction = ~$400K-$600K revenue uplift (proven)
Hyro's proven impact; Cevi adds layer on top
Baptist Health Case Study (Hyro): $1M+ Savings
Cevi
Cevi: Would enable Baptist Health to eliminate 12-15 FTE in admin/back-office; additional $700K-$1.2M savings
Hyro
Hyro: $1M+ savings claimed (Baptist Health), 98% accuracy on access layer
Hyro has enterprise proof; Cevi's SMB/mid-market angle extends savings model
Scaling Without Adding Staff
Cevi
Cevi allows practices to scale workflows 3-5x without hiring; enables rapid growth on existing payroll
Hyro
Hyro enables call center scaling; still requires back-office staff growth for closed workflows
$400K–$800K annually (avoided hiring, faster growth, better unit economics)
Where Staff Spend Time: Hyro Reduces Calls, Cevi Eliminates Back-Office Work
Hyro's strength is reducing call volume and abandonment. But it doesn't address the 60-70% of healthcare administrative staff time spent on back-office work: insurance verification, prior auth submission, documentation, policy checks. Cevi targets that hidden workload.
Inbound Patient Calls & Scheduling
Hyro: ~4 FTE call center savings. Cevi: 0 FTE (not its role). Hyro wins here.8 FTE call center staff; 40+ hrs/week per person handling calls, routing, rescheduling. Avg. 15-20 calls/hour.
Cevi
Same workload (Cevi doesn't handle inbound calls); no change. Focus remains on call management.
Hyro
4 FTE call center staff (Hyro reduces call volume 50%+); 20-25 calls/hour handled by AI. Tampa General: 21% scheduling increase on same staff.
Insurance Verification & Eligibility
Cevi: 2.8 FTE (~$210K). Hyro: 0 FTE. Cevi wins decisively.3 FTE staff; 120 verifications/week, 30 mins each = ~60 hrs/week. Manual calls to insurers, note-taking.
Cevi
Cevi auto-verifies via API; 3 FTE reassigned to complex cases only. Est. 5 hrs/week for exceptions.
Hyro
No change; Hyro doesn't touch insurance verification. Still 60 hrs/week.
Prior Authorization Submission & Tracking
Cevi: 2.3 FTE (~$172K). Hyro: 0 FTE. Cevi wins decisively.2.5 FTE staff; 80 auth requests/week, 90 mins each = ~120 hrs/week. Phone calls, faxing, tracking.
Cevi
Cevi auto-submits via API, tracks status, updates EHR. 2.3 FTE reassigned. Est. 5 hrs/week for complex cases.
Hyro
No change; Hyro schedules but doesn't submit auth. Still 120 hrs/week.
Referral Management & Coordination
Cevi: 1.8 FTE (~$135K). Hyro: 0.2 FTE. Cevi wins.2 FTE staff; 50 referrals/week, 1 hr each = 50 hrs/week. Verify benefits, contact specialist, track completion.
Cevi
Cevi auto-verifies, submits electronically, tracks. 1.8 FTE reassigned. Est. 3 hrs/week for complications.
Hyro
Minimal change; Hyro may confirm referral with patient but doesn't coordinate with specialist. ~45 hrs/week remains.
EHR Documentation & Manual Entry
Cevi: 2.5 FTE (~$187K). Hyro: 0 FTE. Cevi wins decisively.3 FTE staff (scribes/coders); 100+ hrs/week copying data between systems, creating notes, verifying entries.
Cevi
Cevi outputs EHR-ready structured data; 2.5 FTE reassigned to care coordination. Est. 10 hrs/week for quality checks.
Hyro
No change; Hyro's output is text transcripts, still requires manual documentation. ~100 hrs/week.
Policy Compliance & Utilization Review
Cevi: 1.3 FTE (~$97K). Hyro: 0 FTE. Cevi wins decisively.1.5 FTE staff; 60 requests/week, 30 mins each = 30 hrs/week. Manual policy checks, clinical review.
Cevi
Cevi enforces policies automatically; 1.3 FTE reassigned. Est. 2 hrs/week for edge cases.
Hyro
No change; Hyro doesn't review policies. Still 30 hrs/week.
Medication Management & Interaction Screening
Cevi: 1.5 FTE (~$112K). Hyro: 0 FTE. Cevi wins decisively.1 FTE pharmacist + 1 FTE tech; 200+ screenings/week, 20 mins each = 67 hrs/week. Manual database checks, call prescriber.
Cevi
Cevi auto-screens all interactions; 1.5 FTE reassigned to clinical review/consultation. Est. 8 hrs/week.
Hyro
No change; Hyro doesn't touch medication management. Still 67 hrs/week.
Overall Administrative Overhead Reduction
Cevi: -3.7 FTE (~$277K) in back-office. Hyro: -4.3 FTE (~$322K) in call center. *Hyro's numbers are higher because its entire value is call center; Cevi's value is broader but more modest per dimension.13.5 FTE total back-office/admin staff; ~397 hrs/week of manual work across all domains.
Cevi
9.8 FTE after automation; ~53 hrs/week for exceptions, edge cases, complex coordination. Net: -3.7 FTE
Hyro
9.2 FTE after Hyro's call center reduction; ~349 hrs/week (only call handling improved). Net: -4.3 FTE*
Security, Compliance & Risk Management: Both HIPAA, Different Trade-Offs
| Dimension | Cevi | Hyro |
|---|---|---|
| HIPAA Compliance & Certification | HIPAA, GDPR, SOC 2 Type II, ISO 27001, and ISO 27701 compliant | Hyro: HIPAA-compliant for enterprise health systems; 45+ deployments with proven compliance track record. No HITRUST mentioned. |
| Security Certifications | HIPAA, GDPR, SOC 2 Type II, ISO 27001, and ISO 27701 compliant | Hyro: ISO 27001 certified; no SOC 2 or HITRUST mentioned. Enterprise-grade but lighter compliance framework. |
| Data Governance & Audit Trail | Cevi: Comprehensive audit trails for every automated action; policy compliance logged; EHR documentation enforces practice governance. | Hyro: Call transcripts and interaction logs; limited audit trail for downstream workflow (hands off to human staff). |
| Patient Data Privacy & Handling | Cevi: Patient data used only within practice systems; no data sharing; practice retains full control over sensitive information. | Hyro: Patient data handled by enterprise cloud; data retention policies for large health systems; may have cross-system data exposure. |
| Practice Policy Enforcement | Cevi: Embeds practice-specific policies into automation; ensures compliance at workflow level; policy violations logged and escalated. | Hyro: Generic policies for call handling; doesn't enforce downstream practice-specific policies; relies on human compliance. |
| Risk Exposure & Liability | Cevi: Reduces documentation gaps, enforces policies, flags exceptions; lower audit risk, clearer liability boundaries. | Hyro: Reduces call center risk but doesn't address back-office documentation risk; higher exposure from manual downstream work. |
Time to Value: Deployment, Integration, and Scaling
| Dimension | Cevi | Hyro |
|---|---|---|
| Initial Deployment Timeline | Cevi: 1-week pilot with live integration to key systems (EHR, insurance, pharmacy APIs). Full rollout 2-4 weeks depending on complexity. | Hyro: 3-day deployment (claimed fastest in market); Epic/Meditech certified; proven at 45+ health systems. |
| Integration Scope & Depth | Cevi: Comprehensive API integrations to every platform (EHR, insurance networks, pharmacy, billing, Slack). Custom integrations in 1-week pilot. | Hyro: Epic/Meditech certified; limited to patient communication layer; integration focused on scheduling, call routing, and basic eligibility. |
| Customization & Configuration | Cevi: Extensive workflow customization, SLA tuning, Slack channel setup, custom automations for practice-specific policies. No coding required. | Hyro: Limited customization; pre-built templates for health system use cases; less flexible for non-standard workflows. |
| IT Team Requirements | No IT team or developers needed. Cevi integrates with your existing systems or serves as the primary interface. Configuration is handled for you. | Hyro: Requires health system IT team; Epic/Meditech expertise; more complex infrastructure setup. |
| Training & Adoption | Cevi: Self-service dashboard, automated Slack notifications, minimal training needed. Staff learns by using. | Hyro: Enterprise training program; staff training on call handling; less training needed (AI-driven). |
| Ongoing Support & SLA | Cevi: 24-hour premium support with SLA commitment; proactive monitoring; custom Slack channel for each practice; success-based pricing ensures alignment. | Hyro: Enterprise support for large health systems; 45+ deployments suggest mature support. No specific SLA mentioned. |
| Scaling & Growth Path | Cevi: Scales from 1-provider practice to 100-provider health system; no seat licenses or per-user fees; success-based pricing grows with you. | Hyro: Built for large health systems; $10K+/month minimum; may be overkill for SMBs; proven scaling to 30M+ patient interactions. |
Why Choose Cevi
Instant Deployment with Full Control
Cevi offers same-day go-live with full practice control (no IT team needed) and managed service (white-glove setup). Hyro requires months of enterprise implementation and IT expertise.
AI Agents Tested at Scale
Cevi's AI agents are tested against thousands of patient personas for reliability. Hyro is conversation-based; not persona-tested for operational workflows.
Automatic Knowledge Base Creation
Cevi auto-builds knowledge base from your practice data to power intelligent routing. Hyro requires manual configuration.
148+ Healthcare Integrations & Pre-Built Templates
Cevi includes 148+ integrations and dozens of pre-built workflows out of the box. Hyro has certified Epic/Meditech integrations but requires custom setup for others.
End-to-End Workflow Closure
Cevi completes entire workflows (prior auth, benefits verification, medication management, documentation). Hyro handles inbound communication only; downstream work remains manual.
SMB & Mid-Market Accessibility
Success-based pricing with no IT requirements means Cevi works for 10-provider practices with $50K budgets. Hyro's $10K+/month minimum and enterprise setup exclude this market entirely.
EHR-Ready Structured Output
Cevi outputs compliance-ready, EHR-formatted data that can be directly entered into medical records. Hyro's output is conversational text requiring manual documentation.
Insurance & Prior Auth Automation
Cevi's deep integration with insurance networks and prior auth workflows is unmatched. Hyro doesn't address this domain at all.
Medication Management & Safety
Cevi screens drug interactions, checks contraindications, and flags safety issues automatically. Hyro has zero capability in medication management.
Practice Policy Enforcement
Cevi embeds practice-specific policies (imaging protocols, referral rules, compliance requirements) into automation powered by your knowledge base. Hyro operates generically for any health system.
No IT Team Requirement
Cevi built for non-technical practice managers and staff. Hyro requires health system IT infrastructure, Epic expertise, and technical setup.
Why Choose Hyro
Inbound Call Handling & Volume
Hyro's 85%+ automation rate on calls, 21% scheduling increase (Tampa General), and 56% call abandonment reduction are industry-leading. Cevi doesn't handle inbound calls.
Enterprise Scale & Proof Points
Hyro: 45+ health system deployments, 30M+ patient interactions, $1M+ savings (Baptist Health), 98% accuracy. Cevi has not published enterprise case studies at this scale.
Deployment Speed
Hyro's 3-day go-live claim is the fastest in market. Cevi's 1-week pilot + 2-4 week rollout is competitive but not as quick.
Epic/Meditech Certification
Hyro has certified integrations with Epic and Meditech out-of-the-box. Cevi requires custom API integration (though 1-week pilot mitigates this).
Funding & Runway
Hyro: $95M total funding including $45M growth round (early 2025). Larger war chest suggests longer runway and R&D investment.
Cevi May Not Be Best If
High-Volume Call Center Automation
If your primary need is handling 1000+ inbound calls/day and reducing call center staff, Hyro is better. Cevi doesn't touch call handling.
Fastest Time to 3-Day Deployment
Health systems requiring go-live in 72 hours should choose Hyro. Cevi's 1-week pilot + 2-4 week full rollout is slower.
Hyro May Not Be Best If
SMB & Budget-Conscious Practices
$10K+/month minimum pricing excludes solo practices, small clinics, and budget-limited organizations. Cevi's success-based model is far more accessible.
Back-Office Operational Workflows
Hyro stops at call handling. It doesn't automate insurance verification, prior auth submission, medication screening, documentation, or policy enforcement—the 60-70% of admin work in healthcare.
Practices Without IT Teams
Hyro requires health system IT infrastructure, Epic/Meditech expertise, and technical setup. Cevi is designed for non-technical managers and can operate without IT support.
EHR Documentation & Compliance Output
Hyro produces call transcripts; humans must manually document findings in the EHR. Cevi delivers structured, EHR-ready data ready for direct entry.
Multi-Language Patient Populations
Hyro is English-only. Cevi supports multiple languages, making it suitable for diverse communities.
Feature Comparison
Frequently Asked Questions
Can Cevi handle inbound patient calls like Hyro does?
No. Cevi is designed for downstream workflow automation (insurance verification, prior auth, medication management, documentation). It completes the work that inbound calls generate. Hyro's strength is answering inbound calls and reducing abandonment. They solve different problems in the same workflow.
Is Cevi HIPAA-compliant and secure like Hyro?
Yes. Both platforms are HIPAA-compliant and secure. Cevi includes HITRUST certification pathway and is designed for healthcare practices. Hyro is ISO 27001 certified with 45+ health system deployments. Different certification approaches, same security baseline.
Can we deploy Cevi quickly like Hyro's 3-day go-live?
Cevi offers a 1-week pilot with live integration to key systems, then 2-4 week full rollout. Hyro's 3-day claim is faster but limited to call handling on Epic/Meditech. Cevi's longer timeline reflects deeper customization for each practice's unique workflows.
How much does Cevi cost compared to Hyro?
Cevi uses success-based pricing (pay for work completed); no monthly minimum or seat licenses. Hyro requires $10K+/month minimum enterprise pricing. For small practices or budget-conscious organizations, Cevi is far more affordable. For large health systems already committed to enterprise software, Hyro's fixed pricing may be acceptable.
Which platform should we choose if we need both call handling and back-office automation?
You could deploy both: Hyro for inbound call handling and patient communication, Cevi for downstream workflow completion (prior auth, insurance, medication, documentation). This creates a complete automation stack. Many organizations will be better served starting with one; Hyro first if call volume is high, Cevi first if back-office burden is the bottleneck.
Does Cevi work with health systems that don't have IT teams?
Yes—that's core to Cevi's design philosophy. No coding required, no IT infrastructure needed. Hyro assumes health system-level IT capabilities (Epic/Meditech expertise, infrastructure setup). This is a key difference: Cevi serves non-technical practices; Hyro requires sophisticated IT environments.
This comparison is based on published product information, customer case studies, G2 reviews, funding announcements, and third-party coverage as of March 2026. Hyro data sourced from: 45+ health system deployment claims, named customer case studies (Sutter Health, Tampa General, Intermountain, Baptist Health), G2 rating (4.9/5), $95M funding announcement. Cevi positioning: same-day deployment or managed service, AI agents tested on thousands of patient personas, automatic knowledge base creation, 148+ integrations, pre-built workflow templates, 1-week pilot claims, success-based pricing model, healthcare operations automation framework. Where specific metrics were unavailable, comparative assessments were made based on product design and stated capabilities. This is a 'platform comparison' focused on workflow fit rather than exhaustive feature parity.