Voice-Native Healthcare Operations

Healthcare starts with a conversation. rundesk360 carries it through to closure.

Patients express needs, constraints, uncertainty, and changing circumstances most naturally through conversation. rundesk360 understands what needs to happen next, coordinates the work across your existing systems, and carries the interaction through to a clear, completed outcome.

One conversation
Understands what matters
Takes the right actions
Works in your existing systems
Delivers a measurable outcome
One continuous conversation
Context carries across every step.
Completed work
Not just answered, documented, or handed off.
Clear outcomes
Know what happened, why, and what comes next.
The Operational Gap

The conversation begins. The work often remains unfinished.

The challenge is not only reaching the patient. It is carrying the interaction through to a completed next step.

Patient intent doesn't always become action

A patient may call with a clear need, but the interaction can still end in voicemail, a callback request, a transfer, or a message for staff to complete later.

The work spans conversations and systems

Scheduling, referrals, eligibility, benefits, confirmations, and documentation often require staff to move between multiple systems while keeping the patient engaged.

Unresolved cases slow everyone

Without a structured outcome, declined appointments, expected callbacks, incomplete information, and staff escalations become hidden work that accumulates over time.

The operational gap is the distance between understanding the need and completing the next action.
What rundesk360 Changes

Better access. More completed work. More staff capacity.

Better patient access

More patients reach the right next step when their needs, preferences, and constraints are understood within the conversation.

More completed operational work

Conversations lead to booked appointments, advanced referrals, resolved questions, confirmations, and other actions completed in your systems.

More staff capacity

rundesk360 completes routine conversations, system work, and documentation so staff can focus on patients and situations requiring human judgment.

Why rundesk360 Can Complete the Work

Built for more than answering the phone.

Native voice intelligence

Understands natural speech, intent, preferences, and changing needs in conversation.

Specialized operational capabilities

Coordinates intake, scheduling, referrals, eligibility, communications, and documentation through focused operational agents.

Shared conversation context

Each step carries forward what has already been learned, verified, offered, and completed.

Governance and access by design

Identity, consent, permission, system access, and consequential actions are controlled and auditable.

Structured outcomes

Every conversation ends with a defined result, reason, next step, and operational record.

Platform Architecture

How rundesk360 Turns Conversations Into Outcomes

A guided look at the platform: natural voice, specialized agents, safe actions, and measurable results.

Click any component to explore its capability, example, and business impact.
🛡Governance & Safety
Identity Verification & Authorization
AI & Recording Disclosure / Consent
Minimum Necessary PHI Access
Agent Identities & Permissions
Tool Policy & Schema Validation
Confirm Before Consequence
Encryption & Data Protection
Audit Logging
Retention & Data Lifecycle
Human Override
Patient / Caregiver
Phone Calls
🎤
Web / Mobile
Voice
📞
Outbound
Calls
🏥
Provider Offices
& Payers
👤
Human Staff
Transfer / Escalation
1
Real-Time Voice & Model Layer
Connects every call, manages live audio, and delivers the best native voice experience
Call Connectivity & Audio
SIP / PSTNWebRTCCodecs & TranscodingJitter & Loss ControlAudio Buffer & PlayoutMedia Security & Quality
Reliable, secure media with ultra-low latency
Native Voice Engine
Direct Speech-to-SpeechNatural Voice UnderstandingTone, Pace & ProsodyMultilingual (90+ Languages)Full-Duplex ResponsePer-Market Delivery Design
Understands how people speak and respond naturally
Intelligent Model Selection
Best-Fit Voice ModelRegional Model OptimizationConversation State ContinuityModel-Agnostic ArchitectureConsistent PerformanceFailover Ladder & Mid-Call Recovery
Always uses the best engine for a seamless conversation
2
Native Voice Intelligence
Understands and responds naturally in speech
Native Audio Understanding
Semantic Turn-Taking & Interruption Handling
Tone, Pace & Prosody Awareness
Multilingual Conversation
Side-Channel Transcription
Safety Filters & Guardrails
3
Healthcare Operations Room
Specialized agents coordinate one continuous conversation
Non-Speaking Supervisor
Orchestration & Policy
Shared Conversation Ledger (Single Source of Truth)
Verified Identity & ConsentGoal & ContextAnswered QuestionsPreferences & LanguageActive Tools & TransactionsSpoken Before InterruptionBudget Remaining
Seamless Handoff Protocol
Pre-Warm SuccessorContext Capsule SnapshotBridge MessageContinuity Check — No Re-AskTransfer or Escalate
Target: < 2 seconds seam duration
Specialist Operational Agents
Concierge Agent
Identity & Auth Agent
Scheduling Agent
Referral Agent
Eligibility Agent
Communications Agent
Recovery Agent
Human Transfer Agent
Elastic crew: additional specialists are composed on demand with scoped tools and retired when their task completes
4A
Approved Knowledge
Read-Only, Citation-Bound
Clinical Information & GuidelinesPolicies & ProceduresForms & FAQsProvider DirectoryPreparation Guides
Governed Tool Execution
Safe Action Layer
Prefetch / PlanLatency MaskingValidate & AuthorizeRead Back / ConfirmExecuteCancel / Recover
4B
Healthcare System Actions
Authorized
EHR / Practice ManagementScheduling SystemsReferral SystemsEligibility & InsuranceMessaging & NotificationsTasks & Work Queues
5
Disposition Compiler & Operational Outcome Engine
Creates structured results that drive action
Disposition
Sub-Status
Summary & Entities
Commitments & Next Steps
Open Loops & Follow-Ups
Sentiment Change
Language Path
Next-Best Action
Write-Back to CRM / EHR / Analytics
Example outcomes:Appointment BookedInformation ProvidedTransferred to StaffNot Booked — CostNo Answer / Wrong #Voicemail / MessageEscalatedOther
🎙Real-Time Voice
🤝Specialist Agents
🔒Governed Access
📊Structured Outcomes
📈Observability & Learning
Reliable Operations
📈Observability & Learning
Conversation Flight Recorder
Turn & Tool Traces
Barge-In & Dead-Air Metrics
Handoff & Context Continuity
Outcome & Sub-Status Analytics
PHI-Safe Telemetry & Redaction
Audio-Based Evaluation (Golden Sets)
Learning Loop & Continuous Improvement
AgentOps & Reliability
Versioned Agents, Playbooks & Policies
Conversation Linting & Outcome-Path Tests
Offline Audio Evaluation (Performance & Safety)
Shadow Deployment
Canary Release
Rollback & Safe Ramp
Budgets & Kill Switch (Runtime Enforcement)
Monitoring & Incident Response
Measure Completed Outcomes

Know what every conversation accomplished.

Representative measures
Appointments booked
Appointments offered
Callbacks or follow-ups scheduled
Referrals advanced
Self-service workflows completed
Messages sent
Proactive actions triggered
Guidance provided
Understand why work was not completed
Additional information needed
No appointment available
Preferred provider unavailable
Patient declined
Care no longer needed
Insurance or eligibility issue
Verification could not be completed
EMR or system issue
Staff intervention required
rundesk360 makes the gap between conversation and completed work visible — and measurable.
Explore Another Solution

See how rundesk360 resolves operations work across industries.

Explore Cross-Industry
Who We Are

The Team Behind rundesk360

Complementary perspectives — voice at scale, healthcare operations, and customer impact — building one platform together.

Vinay Krishna
The Voice

Vinay Krishna

Vinay led speech products for the Indian market at Microsoft, including the first ASR and TTS models for Indian languages and Azure Speech deployment for Jio, India’s leading telecom provider. That foundation gives him firsthand expertise in the realities that determine whether voice AI works at scale. At Rajneethi, a reputed premium political consulting brand operating in multiple countries, he took a services firm to 90% software revenue and 80× growth in five years, with recent work focused on agents that act—not simply models that talk.

Sawad Thotathil
The Mind

Sawad Thotathil

Sawad Thotathil, MD, MS, MHM, is a physician, healthcare technology founder, and experienced operator who transforms complex healthcare problems into scalable products and businesses. His background spans clinical operations, AI-enabled care, enterprise technology, and healthcare entrepreneurship, including leadership of an international joint venture and a focus on driving innovation and scaling programs across technology implementations and clinical operations.

Anit Parikh
The Muscle

Anit Parikh

Anit is a global tech executive with over 30 years of experience scaling high-growth businesses. His leadership background includes serving as Managing Director at Slalom, founding PwC’s Salesforce Pharma and Life Sciences practice, and overseeing professional services as a Regional Director at Salesforce.