Healthcare Operational Intelligence
Operational Intelligence for Modern Healthcare Systems
Physician. Public Health Specialist. MBA. MSc Data Science. Transforming fragmented healthcare data into operational intelligence, clinical observability, and strategic decision-making.
ICU Operations
Healthcare AI
Predictive Analytics
Interoperability
Operational Observability
Clinical Systems Intelligence
Who I am
A hybrid profile built inside real healthcare systems
Built solutions because operational blind spots existed inside real hospitals — not inside slide decks.
MD · MBA · MSC DATA SCIENCE
Dr. Gonzalo Núñez Muñoz
Training
Physician · Public Health · MBA · MSc Data Science
Clinical operations
ICU physician · Hospital Sótero del Río · since 2012
HAI leadership
Former Head (S) Infection Control Program Hospital Dr. Sótero del Río
Projects
Former Head of Medical Projects Instituto Nacional del Tórax
What I do
Strategic capabilities for complex healthcare systems
Healthcare Operational Intelligence
Continuous observability over clinical flow, resources and operational performance.
Clinical Observability
Longitudinal visibility into patient trajectories and critical processes.
AI & Predictive Analytics
Models applied to operations, risk and clinical demand.
ICU Operational Optimization
Flow redesign, effective capacity and critical-care efficiency.
Healthcare Data Strategy
Architectures for longitudinal, reusable clinical data.
Interoperability (HL7/FHIR)
Integration between care systems and analytical platforms.
Infection Control Intelligence
Operational surveillance over HAI and stewardship.
Throughput & Bed Management
Flow and capacity modeling to reduce bottlenecks.
Clinical Decision Support
Analytical layer oriented to operational decision time.
Strategic Healthcare Analytics
Longitudinal metrics for executive direction and planning.
Problems I help solve
Invisible operational losses in systems that generate data but not observability
Most hospitals generate enormous amounts of data but lack operational observability. Critical operational decisions are frequently made using fragmented and retrospective information.
Invisible operational losses across clinical flow
Fragmented and disconnected care systems
Retrospective analytics that arrives after the decision
Prolonged ICU stays with no operational traceability
Bottlenecks in transfers, referrals and discharges
No longitudinal patient visibility
Clinical data that is available but not actionable
Aggregated indicators that hide operational reality
Core expertise
An uncommon intersection of medicine, operations and data
ICU Systems Intelligence
Infection Prevention & Control
Healthcare AI
Predictive Modeling
Longitudinal Operational Analytics
Healthcare Systems Engineering
Interoperability (HL7 / FHIR)
Clinical Data Infrastructure
Operational Flow Optimization
Stewardship Analytics
Healthcare Transformation Strategy
Advanced Healthcare Dashboards
Platform · Strategic preview
UCI Sentinel
A next-generation operational intelligence platform for critical care. Longitudinal observability, infection analytics, throughput and clinical interoperability in a modular architecture.
Real-world ICU validation · OpenBeauchef · Modular architecture
Occupancy
87%
Avg LOS
5.2d
HAI rate
1.4‰
Selected initiatives
Projects operated as systems, not deliverables
UCI Sentinel
Operational observability platform for critical care.
Predictive triage modeling
Clinical models for prioritization and demand.
Chemotherapy chair optimization
Operational redesign of oncology capacity.
Infection outbreak modeling
Surveillance and simulation of in-hospital spread.
ICU operational analytics
Longitudinal indicators and flow traceability.
Stewardship intelligence
Antimicrobial use and resistance analytics.
Healthcare systems observability
Transversal layer over clinical operations.
Clinical operational intelligence
Decisions oriented to operational time.
Consulting services
Executive advisory for organizations running healthcare systems
Executive diagnostic
Hospitals · Clinics · Insurers
Strategic assessment of operational, data and analytical maturity.
Operational intelligence consulting
Complex care systems
Design and implementation of operational and clinical observability.
ICU operational optimization
Critical care units
Redesign of critical flows, effective capacity and clinical efficiency.
AI & predictive analytics strategy
Healthcare organizations & healthtech
Applied AI roadmaps and clinical-operational use cases.
Healthcare digital transformation
Hospital systems
Analytical architecture, clinical data and operational platforms.
Clinical data & interoperability
Hospitals · Platforms · Healthtech
HL7/FHIR, integration and reuse of clinical data.
Executive workshops
C-level · Medical direction
Strategic sessions with clinical and executive leadership.
Healthtech startup advisory
Startups · VC · Innovation
Clinical validation, architecture and operational positioning.
Engagement models
Strategic advisory, not service packages
Strategic diagnostic
CLP $2,000,000
USD $2,100
Executive advisory
CLP $4,000,000 / month
USD $4,200 / month
Operational intelligence projects
CLP $12,000,000
USD $12,500
Enterprise transformation
Tailored model
Custom pricing
USD values are approximate and may vary according to exchange rates.
Background
Built inside real clinical institutions
Hospital Sótero del Río
ICU physician · since 2012
Instituto Nacional del Tórax
Former Head of Medical Projects
Hospital Dr. Sótero del Río
Former Head (S) Infection Control Program
Public Health
Specialization
MBA
Strategy & management
MSc Data Science
Advanced analytics & modeling
Vision
Modern healthcare systems cannot rely solely on retrospective indicators
“Operational intelligence in healthcare requires continuous observability of clinical and operational trajectories. Critical decisions cannot wait for the monthly report.”
Observability
Continuous visibility over the system, not monthly snapshots.
Longitudinality
Patient trajectories and processes as the analytical unit.
Systems
Engineering thinking applied to clinical operations.
Build more observable and intelligent healthcare systems
Executive diagnostic, strategic consulting and operational transformation.
Contact
Let's talk about your clinical operations
For executive conversations, advisory and transformation projects.