Healthcare

Artificial Intelligence for Hospitals, Clinics, and Practices

HL7/FHIR interoperability for unified clinical records, automatic pharmacological interaction detection, readmission prediction, and 24/7 patient care. All with absolute respect for medical privacy.

THE PAIN POINTS

The Problems Affecting Your Healthcare Institution

  • Clinical records are fragmented across multiple incompatible systems: the hospital has one HIS, the laboratory has a LIS, the pharmacy another system, and the specialist takes notes on paper. A patient with an emergency at 3 AM has no accessible medical history.
  • No-shows (patients who don't attend scheduled appointments) represent between 20% and 30% of medical appointments in Ecuador. Each missed appointment costs the health system between $25 and $80 in wasted doctor time, equipment, and administrative staff.
  • 4.7% of hospitalizations in Ecuador present adverse medication events: undetected drug interactions, incorrect doses, ignored allergies because the doctor couldn't access the patient's complete history.
  • Informed consent and health data management is a bureaucratic labyrinth. Most institutions don't technically comply with LOPDP on health data: they have no processing records, don't manage ARCO rights, and can't audit who accessed what data from which patient.
  • Medical administrators make operational decisions without consolidated data. They don't know when ICUs will saturate, which critical supplies will run out next week, or which specialties have growing waiting lists.
  • Medication and appointment reminders depend on manual phone calls that don't scale. A 200-bed hospital can have 1,500 active outpatients: impossible to call each one personally.

In healthcare, every minute of waiting is suffering for a patient. Every communication error between systems can cost a life. Efficiency is not a luxury: it is medical ethics. And health data privacy is not optional: it is a constitutional right.

THE SOLUTION

A Healthcare System that Cares for the Caregiver

01

Real HL7/FHIR Interoperability

SomaBrain and SomaFractalMemory consolidate clinical records from multiple sources in standard HL7 FHIR R4 format. A doctor accesses the patient's complete history in seconds: diagnoses, allergies, active medication, lab tests, images, and evolution notes.

02

Active Medical Safety

Yachaq LLM EC detects drug interactions, contraindications, and allergies in real time every time a doctor prescribes. Alerts before the patient receives the medication, not after an adverse reaction.

03

Uninterrupted Care

AgentVoiceVox answers calls 24/7: schedules appointments, confirms attendance, sends medication reminders, and reduces no-shows by up to 40%. Medical staff focuses on healing, not coordinating logistics.

KEY CAPABILITIES

Technical Capabilities of Your Intelligent Healthcare Institution

HL7 FHIR R4 Interoperability for Unified Clinical Records

SomaFractalMemory stores clinical records in international standard HL7 FHIR R4 format, enabling real interoperability between HIS, LIS, RIS, PACS, and pharmacy systems. A doctor can query in 3 seconds: Is this patient allergic to penicillin? What active medication do they have? What were their latest lab tests? What notes did the last specialist leave? All in one interface, without switching systems.

SomaFractalMemory YACHAQ

Automatic Pharmacological Interaction Detection

Yachaq LLM EC analyzes each medical prescription against the patient's complete history in real time. Detects drug interactions between new and active medications, contraindications due to previous pathologies, documented allergies, and therapeutic duplications. Alerts the doctor with severity level (mild, moderate, severe, contraindicated) and alternative suggestions before the medication order reaches the pharmacy.

Yachaq LLM EC SomaAgent01

Readmission and Patient Deterioration Prediction

Voyant analyzes historical hospitalization data, comorbidities, lab tests, and social factors to predict with 87% accuracy which patients have high risk of readmission within 30 days after discharge. The system suggests personalized follow-up protocols: home visits, control calls, medication adjustments. Reduces avoidable readmissions by 35%.

Voyant SomaBrain

Smart Scheduling and Automatic Confirmation

AgentVoiceVox answers patient calls 24/7 in natural Spanish. Schedules appointments considering specialty, preferred doctor, patient schedule, and clinical urgency. Sends confirmations via WhatsApp and automatic phone calls 24 hours before the appointment. If the patient confirms, the system registers it. If they cancel, it automatically reassigns the slot to the waiting list. Reduces no-shows from 25% to under 8%.

AgentVoiceVox A VENDER!

Predictive Supply and Occupancy Management

Voyant connects historical admission data, disease seasonality (influenza, dengue, COVID-19), scheduled surgical agenda, and average stay by specialty. Predicts bed, ICU, and operating room occupancy 5-7 days in advance. Alerts about critical supply shortages (IV fluids, antibiotics, surgical material) before they run out. Enables smart purchasing without overstock or stockouts.

Voyant SomaBrain

Technical LOPDP Compliance for Health Data

YACHAQ implements complete technical LOPDP compliance for health data: digital informed consent with electronic signature, blockchain traceable record of every data processing, automated ARCO rights with guaranteed response under 10 business days, and technical audits ready for Ministry of Health and AGS. Complies with international health data protection standards.

YACHAQ
PRODUCT STACK

Technical Architecture of Your Healthcare Infrastructure

Each component fulfills an essential function in patient care, from clinical interoperability to operational prediction.

SF

SomaFractalMemory

The FHIR clinical memory: unified records in international HL7 standard with advanced semantic search.

YC

Yachaq LLM EC

The digital pharmacist: detects interactions, contraindications, and allergies in every medical prescription.

VY

Voyant

The hospital analyst: predicts readmission, bed occupancy, supplies, and epidemiological outbreaks.

AV

AgentVoiceVox

The intelligent 24/7 reception: schedules, confirms, and reminds appointments with natural voice in Spanish.

YQ

YACHAQ

Digital health compliance: FHIR consent, LOPDP, and medical data traceability.

SA

SomaAgent01

The clinical coordinator: manages patient flows, reminders, and internal escalations.

OD

Odoo Ecuador

The hospital ERP: payroll, insurance billing, inventory, and SRI/IESS reports.

HOW IT WORKS

Technical Implementation in 72 Hours

1

Clinical Systems Integration

We connect SomaFractalMemory with your existing HIS, LIS, RIS, and pharmacy systems via HL7 FHIR R4 interfaces and REST APIs. Without interrupting clinical service. In 72 hours, all patient history is centralized and accessible.

2

Semantic Indexing of Medical Records

The system indexes historical clinical records in high-dimensional semantic vectors. It learns your institution's medical nomenclature, specialties, treatment protocols, and diagnostic patterns. No file left behind, no data left isolated.

3

Intelligent Clinical Care

The doctor prescribes and Yachaq automatically verifies drug interactions. AgentVoiceVox schedules appointments and sends reminders. Voyant predicts occupancy and supply needs. Medical staff focuses on diagnosis and treatment, not logistics.

4

Continuous Outcome Improvement

Every hospitalization, every treatment, every outcome feeds the system. Voyant refines its readmission predictions. SomaBrain improves clinical search accuracy. Over time, your institution doesn't just operate more efficiently: it saves more lives.

MEASURABLE BENEFITS

Measurable Results for Your Healthcare Institution

-40%

Reduction in appointment no-shows

87%

Readmission prediction accuracy

-35%

Fewer avoidable readmissions

100%

Technical LOPDP compliance in health

3s

Access to complete clinical history

-30%

Less medical supply waste

COMPLIANCE & TRUST

Technical and Health Compliance

LOPDP and International Health Standards

Digital informed consent with electronic signature, automated ARCO rights, and blockchain traceability. Complies with Ecuadorian regulations, GDPR for health data, and international medical information protection standards.

HL7 FHIR R4 Interoperability

Clinical records in international standard format enabling secure information exchange between healthcare institutions, insurers, and regulatory entities. Without vendor lock-in.

Technical Medical Confidentiality

Edge-first processing and AES-256 encryption. Your patients' health data never leaves your infrastructure. Total control over who accesses what information, with complete access traceability.

Auditable Open Source

Ethics committees and audits can review the code that processes sensitive health data. Total transparency that strengthens patient trust and meets international accreditation requirements.

REAL-WORLD SCENARIOS

How It Works in Medical Practice

The Prescription That Didn't Cause Harm

Dr. Lopez attends a 68-year-old patient with heart failure and prescribes a new anti-inflammatory. Before the nurse administers the medication, Yachaq LLM EC alerts in real time: this anti-inflammatory is contraindicated with the diuretic the patient already takes. The interaction can cause acute kidney failure. Dr. Lopez changes the prescription to a safe alternative. The patient suffers no harm. The hospital avoids a costly adverse event.

The Patient Who Didn't Miss Chemotherapy

Rosa has chemotherapy every Friday. Before, she missed 30% of her appointments because she forgot or had no transportation. Now, AgentVoiceVox calls her on Tuesday to confirm, sends a WhatsApp reminder on Thursday, and a message on Friday morning with the exact time and oncologist's name. If she cancels, the system reassigns her slot to another patient on the waiting list. Rosa attends 95% of her appointments. Her treatment is more effective. Her life expectancy improves.

The Director Who Prevented Collapse

It's flu season. The hospital director opens Voyant and sees an alarming prediction: in 5 days, ICU occupancy will rise 45% due to respiratory complications, and 12 ventilators will be missing. They order ventilators in advance, activate triage protocol, and reschedule elective surgeries. When the wave hits, the hospital is prepared. It doesn't collapse. It keeps saving lives.

WHY OPEN SOURCE

Why Open Source for Your Healthcare Institution

Health Data Sovereignty

Your patients' medical data is never on foreign third-party servers. Complies with medical confidentiality principle technically, not just legally. You physically control the information.

Transparency for the Patient

Patients can know exactly how their medical data is processed. No opaque algorithms deciding about their health behind their backs. Real medical trust.

Accessible Cost for Public Sector

No per-bed, per-doctor, or per-consultation licenses that double every year. Ideal for public hospitals, health centers, and clinics with limited budgets but enormous needs.

Local Support That Understands Ecuadorian Health

Team in Ecuador that understands the Ministry of Health, IESS, the public health system, and the reality of serving urban and rural areas. We don't sell generic technology: we solve local problems.

DEPLOYMENT MODEL

Deploy at Hospital Scale

Open Source

Self-hosted

Download the source code from GitHub. Deploy on your data center or private cloud. No license costs per patient or per doctor. Ideal for hospitals with IT staff.

Download from GitHub

Enterprise

Managed

Mission-critical implementation with 24/7 support, integration with existing HIS/LIS systems, training for medical and administrative staff, custom clinical workflow development, and regulatory compliance auditing. Price on request.

Contact Sales

Let's Talk About Your Healthcare Institution

Book a 30-minute demo. We'll show you how to interoperate clinical records and predict readmissions with your own data, no commitment.