AI Platform for Healthcare Organizations

SOLUTIONS · HEALTHCARE

The clinical-administrative process, executed end to end.

Most healthcare solutions automate reminders. Ruvic runs the complete process: it confirms the appointment, validates coverage, collects the copay, codes the diagnosis, and leaves everything recorded in your HIS. One platform, with no human intervention unless you define it.

HIPAA · Habeas Data · LFPDPPP • HIS / EMR via HL7 · FHIR · REST • CO · MX · CL · PE · US
RuvicRuvic · Health Command Center LIVE
Patient
M. Restrepo · Gold Plan
Reason
Confirmation · Dermatology
00:42
RuvicHi María, I’m calling from Clínica Verde. You have an appointment tomorrow at 10:30 a.m. with Dr. Salcedo. Can you confirm?
PatientYes, I’ll be there.
RuvicPerfect. I’ll confirm that: your copay is $28,000 COP. I’ll send you a payment link on WhatsApp so you can take care of it in advance and go straight in to your appointment.
PatientGreat, thank you.
Appointment confirmed Coverage validated Copay sent → Logged in HIS
Ruvic Engine active85–95% effective contact rate
  • 50–70hrs/mo

    Hours recovered for the administrative team

    Time your staff redirects from operational calls to patient management and clinical work.
  • 85–95%

    Effective contact in outbound

    Patients reached in confirmation, early collections, or adherence campaigns.
  • 30–50%

    Reduction in cost per interaction

    Compared to equivalent human service in a clinical call center.
  • <3wks

    From diagnosis to first production use case

    From mapping the clinical-administrative process to the first workflow running with real patients.

Healthcare operations run on tasks that no clinical system solves.

Your HIS manages the information, your calendar shows the open slots, your billing system issues the invoice. But between every system there are people answering phones, dictating notes, calling insurers, and chasing copays. That’s where margin gets lost.

  • 01 — No-shows

    A 20–30% no-show rate that no SMS stops.

    Automatic reminders don’t ask questions, don’t reschedule, and don’t free up slots. You reach the day with a schedule full of gaps.

  • 02 — Coding

    From the physician’s note to ICD-10: 48 hours and three people.

    The specialist dictates, someone transcribes, someone codes, someone validates. Billing falls a whole week behind.

  • 03 — Collections

    Copays and fees that the call center can’t get to.

    The team prioritizes high-value receivables. Early-stage debt piles up and becomes uncollectible for lack of a timely call.

  • 04 — Authorizations

    Every authorization: three calls and five days of waiting.

    The patient gives up, the appointment is canceled, and the team spends 30% of its time on a process that should be an API.

Healthcare Processes Automated with Ruvic AI.

Every use case runs on your HIS, your scheduling system, and your clinical rules. Ruvic doesn’t improvise: it executes the workflow your team defined, escalates to a human when appropriate (warning signs, clinical decision, administrative exception), and records every interaction with a complete audit trail.

CASE 01
−58%
No-show reduction
Patient care · Outbound + Inbound

Intelligent scheduling, confirmation, and rescheduling.

“We send reminders by SMS and WhatsApp and half of patients don’t respond. We reach the day with a schedule full of gaps and the waitlist untouched.”

Ruvic calls 24 and 4 hours before the appointment. It confirms with the patient, and if they can’t attend, it offers the next available slot live from your calendar. If they cancel, it frees the slot and triggers a campaign to the waitlist. For inbound, it takes scheduling calls, validates availability and enrollment rules, and creates the appointment directly in your HIS.

CASE 02
92%
Primary ICD-10 coding accuracy
Clinical operations · Document processing

From the specialist’s dictation to a billable code, with no manual data entry.

“The physician records the note, one person transcribes it, another codes it, and altogether it takes 48 hours. Billing falls a whole week behind.”

Ruvic listens to the specialist’s dictation (in person, telemedicine, or voice note), generates a structured transcription with clinical terminology, suggests the primary and secondary ICD-10 codes based on the clinical picture, and returns the record ready for physician validation. It applies equally to pathology, radiology, and procedure dictation. Total time: minutes, not days.

CASE 03
+41%
Early receivables recovery (1–30 days)
Outbound collections · Copays and moderating fees

Calls, identifies the patient, and makes it easy to pay on the channel they prefer.

“We have a backlog of copays that the collections team can’t get to. High-value debt gets prioritized, early-stage debt piles up and becomes uncollectible.”

Ruvic runs early collections campaigns in healthcare: it identifies the patient, validates the debt in your billing system, offers payment options (PSE, live WhatsApp link, deferred plan), and records the outcome in your ERP or CRM. It handles typical objections in the sector (“I already paid,” “that wasn’t for me”) with auditable scripts.

CASE 04
−70%
Average authorization time
Administrative processes · Insurers and EPS

Validates coverage, prepares the request, and chases the status until close-out.

“Every authorization with the insurer is three calls, two emails, and five days of waiting. The patient gives up or the appointment gets canceled.”

Ruvic receives the physician’s order, identifies the patient and their plan, validates coverage in the insurer’s or EPS’s system (via API when available, by phone when not), prepares the documentation according to each payer’s format, and chases the status until close-out. The administrative team only steps in on flagged exceptions.

CASE 05
3×
More triage capacity without adding agents
Clinical hotline · Inbound + outbound follow-up

Takes the call, identifies the urgency, and routes to the right resource.

“Our line handles everything from ‘when is my next appointment’ to ‘I have chest pain.’ It all comes in through the same number and one person filters it all.”

Ruvic takes the call, identifies the patient, listens to the reason, and classifies it: schedulable appointment, administrative inquiry, warning sign with immediate escalation to human clinical staff, or treatment follow-up. For chronic patients, it runs medication reminders, measures adherence, and reports deviations to the medical team.

What your CIO, your CMIO, and your DPO need to know.

Operational and compliance specifications of the Ruvic engine applied to healthcare. Available from the first use case, configurable per workflow, and compatible with the clinical infrastructure your institution already runs.

Regulatory Compliance

HIPAA · Habeas Data · LFPDPPP · L. 19.628 · L. 29733

Compliance framework for the five markets where Ruvic operates. BAA agreements available under HIPAA. ISO 27001 in progress.

PHI / PII Data Handling

Encryption in transit and at rest · Masking

AES-256 in storage and TLS 1.3 in transit. Sensitive data masked in transcripts. Retention configurable by customer policy.

HIS / EMR Integration

HL7 v2 · FHIR R4 · REST · Native connectors

Connection to hospital and medical record systems via interoperability standards or direct connectors. We don’t replace your HIS, we integrate with it.

Multilingual Clinical Voice

ES-CO · ES-MX · ES-CL · ES-PE · EN-US

Neural voices with natural regional accents and medical terminology recognition. Conversational latency < 800 ms turn-to-turn.

Telephony and Channels

SIP · Twilio · Genesys · WhatsApp Business · Vonage

Integration with your current phone system. Local numbers across LATAM. WhatsApp Business API for payment links, reminders, and documentation.

Traceability and Audit

Full logs · Exportable · Auditable

A record of every interaction: audio, transcript, decisions, data consulted, and actions executed. Available for internal and payer audits.

Clinical Escalation

Configurable triggers · Handoff with context

Warning signs, negative emotion, an explicit patient request, or your own rules trigger an immediate transfer to human clinical staff, with full context.

Dynamic Multi-LLM Engine

GPT-4o · Claude · Gemini · DeepSeek

Ruvic selects the optimal model per task within the same interaction (clinical reasoning, coding, conversation) without depending on a single provider.

Multi-Agent Orchestration

Specialized agents · Real time

During a call, Ruvic invokes agents that query your HIS, validate coverage, suggest ICD-10 codes, or trigger collection workflows, in real time. The patient hears only one voice.

Frequently Asked Questions About AI Automation for Healthcare Organizations.

What is AI automation in healthcare?

These are AI agents that serve patients by voice, WhatsApp, and email, manage access to your clinical systems, and support clinical and technical support teams. They operate 24/7 without the queue growing.

What processes can Ruvic automate in healthcare?

Patient service by voice, WhatsApp, and email, clinical support (transcription, ICD-10 validation, medical records), system access management, and L1 technical support.

Does it integrate with my current systems?

Yes, via API with your HIS/LIS, M365, SAP, and your clinical applications; it executes the work (access, onboarding and offboarding, orders) directly on them, with protected data and complete traceability.

Does AI replace clinical staff?

No. It takes on the repetitive work (calls, access requests, paperwork) so staff can get back to the patient, with human escalation when needed.

How much does it cost to automate healthcare processes with AI?

It depends on your volume, your clinical systems, and the processes to automate. We don’t offer a catalog price; we size it against your real case in a demo.

PROOF OF CONCEPT

Try it on one of your real clinical processes.

Request a proof of concept. In under three weeks, you have Ruvic operating on a real process from your institution: appointment confirmation, copay collection, ICD-10 coding, or whichever your operation prioritizes.

✓ Integrated with your HIS via HL7 · FHIR · REST ✓ HIPAA · Habeas Data · LFPDPPP ✓ First production use case in <3 weeks
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