Fortis Asset Intelligence Platform
Clinical Excellence | Distinctive Patient Care
An AI-powered solution designed for India's leading integrated healthcare delivery service provider. Fortis Healthcare operates 33 healthcare facilities across 11 states, delivering tertiary and quaternary care in cardiology, oncology, orthopedics, neurosciences, and organ transplants.
Leadership
Experience the Platform
This demonstration showcases AI-powered asset intelligence designed for Fortis Healthcare's 33 hospitals. Click on "Live Platform Demo" tab or use quick access below.
Centers of Excellence & 2024 Milestones
Cardiac Sciences
- TAVR & EP Mapping
- Heart Transplants (100+ Mumbai)
- ECMO & LVAD Support
- Biplane Cath Labs
Robotic Surgery
- Da Vinci Xi Systems
- 1,080 surgeries (2023)
- Multi-specialty: Ortho, Uro, Onco
- Bannerghatta CoE
Neurosciences
- Gamma Knife (100+ surgeries)
- MR Linac (North India 1st)
- Dr. Rana Patir - Chairman
- Advanced Neuro ICU
Oncosciences
- CyberKnife & TrueBeam LINAC
- PET-CT & Gamma Camera
- BMT - Dr. Rahul Bhargava
- Mulund Onco Wing (New)
Current Challenges
Maintenance Process Delays
Limited visibility into maintenance schedules, vendor delays, and parts availability leading to extended equipment downtime.
Sub-optimal Asset Utilization
High-value bio-medical devices like PET CT, MRI, and Da Vinci robots not achieving target utilization rates.
Disparate Systems
Data siloed across HIS, EHR, Sanitas HMIS, IoT platforms, and multiple vendor systems hindering unified insights.
Cross-Hospital Visibility
No unified view across Fortis hospitals for benchmarking, resource sharing, or best practice adoption.
Business Objectives
Enhanced Maintenance Visibility
Real-time tracking of maintenance schedules, delays, vendor SLAs, and proactive alerting for process bottlenecks.
Optimized Asset Utilization
Data-driven scheduling and capacity optimization for bio-medical equipment to maximize ROI and patient throughput.
Unified Intelligence Layer
Single pane of glass integrating data from Sanitas HMIS, IoT sensors, HIS/EHR, and operational systems.
Scalable Multi-Hospital Deployment
Start with bio-medical devices, extend to all asset categories across all Fortis hospitals with benchmarking capabilities.
Expected Business Impact
High-Level Solution Design
Data Integration Layer
- Sanitas HMIS Integration
- IoT Device Connectivity
- HIS/EHR Data Feeds
- HL7 FHIR Compliance
Intelligence Engine
- Predictive Analytics
- Anomaly Detection
- Utilization Forecasting
- Maintenance Optimization
GenAI & Agentic AI
- Natural Language Queries
- Autonomous Agents
- Report Generation
- Decision Support
Unified Dashboard
- Real-time Monitoring
- Cross-Hospital Views
- Executive Dashboards
- Mobile Access
Solution Flow
Maintenance Intelligence
Utilization Optimization
Generative AI & Agentic AI Value Proposition
Our solution leverages cutting-edge Generative AI and Agentic AI capabilities to transform asset management from reactive monitoring to proactive, autonomous optimization. The AI agents continuously learn, adapt, and take intelligent actions to maximize asset performance and minimize downtime.
Generative AI Capabilities
Natural Language Queries
Ask questions in plain English: "Show me all MRI machines with utilization below 60% this month" or "Why was the PET CT maintenance delayed last week?"
Automated Report Generation
Generate executive summaries, maintenance reports, and utilization analyses automatically with context-aware insights and recommendations.
Intelligent Recommendations
AI-generated suggestions for optimizing schedules, reallocating resources, and addressing potential issues before they impact operations.
Agentic AI Capabilities
Autonomous Monitoring Agents
AI agents continuously monitor asset health, utilization patterns, and maintenance schedules 24/7, taking proactive actions without human intervention.
Self-Healing Workflows
Agents can automatically reschedule maintenance, notify stakeholders, escalate issues, and coordinate with vendor systems to resolve problems autonomously.
Continuous Learning & Optimization
Agents learn from historical data, outcomes, and feedback to continuously improve predictions and recommendations over time.
AI-Powered Use Cases
Failure Prediction
Predict equipment failures 2-4 weeks in advance using IoT sensor data, usage patterns, and historical failure data.
Smart Scheduling
Automatically optimize equipment schedules to maximize utilization while minimizing patient wait times.
Conversational Analytics
Query asset data using natural language and receive instant, contextualized responses with visualizations.
Auto-Documentation
Automatically generate maintenance logs, compliance reports, and executive summaries from system data.
Resource Reallocation
AI agents suggest and execute cross-hospital resource sharing when utilization imbalances are detected.
Compliance Monitoring
Continuous monitoring of regulatory compliance with automated alerts for expiring certifications.
Technical Architecture
Presentation Layer
Application Layer
Integration Layer
Data Layer
Technology Stack
| Cloud Platform | Azure / AWS (Fortis Cloud) |
| AI/ML | Azure OpenAI, TensorFlow, PyTorch |
| Backend | Python Flask, FastAPI |
| Frontend | Bootstrap 5, Chart.js, WebSockets |
| Streaming | MQTT, Confluent Kafka |
| Interoperability | HL7 FHIR R4, REST APIs |
| Security | AES-256, OAuth 2.0, NABH/JCI Compliant |
Security & Compliance
Fortis Technology Landscape (2025)
Current technology infrastructure at Fortis Hospitals that the Asset Intelligence Platform will integrate with:
| Technology Area | Key Tools / Platforms | Integration Approach |
|---|---|---|
| Hospital Information System | Trakcare by InterSystems, Fortis Operating System (FOS) | HL7 FHIR APIs |
| Electronic Health Records | Integrated EHR modules, PACS for imaging | HL7 FHIR APIs |
| Cloud Infrastructure | Private Cloud, IONOS Cloud, AWS | Native Cloud |
| AI & Machine Learning | AI/ML integrated with HIS, TensorFlow, PyTorch | Model Integration |
| IoT & Patient Monitoring | IoT-enabled smart devices, Stasis Platform | MQTT Streaming |
| Asset Management | Sanitas HMIS Asset Register | Primary Source |
| ERP & Operations | Simplertechnologies ERP, Ameyo IVR | REST APIs |
| Advanced Medical Equipment | PET-CT, Da Vinci Xi Robots, Cath Labs (Biplane), CyberKnife, TrueBeam LINAC, ECMO, LVAD | IoT Telemetry |
| Cardiac Sciences | TAVR, EP Mapping, Heart-Lung Machines, 100+ Heart Transplants (Mumbai) | Critical Care |
| Diagnostics Network | Agilus Diagnostics (404 Labs), Roche cobas, Abbott Systems | REST APIs |
IoT & Patient Monitoring Ecosystem
Fortis Hospitals' IoT ecosystem involves advanced real-time monitoring devices integrated via secure Wi-Fi and cloud infrastructure. The system captures vital signs including heart rate, blood oxygen, respiratory rate, blood pressure, temperature, and ECG data, transmitting wirelessly to centralized servers for real-time access.
Key Capabilities
- Real-time vital signs monitoring
- Automated alerts for abnormal readings
- Color-coded visualization interfaces
- Remote patient monitoring beyond ICUs
- Embedded AI for anomaly detection
Integration Points
- Stasis cloud-connected monitoring
- MQTT protocol for device data
- MyFortis app integration
- Encrypted data transmission (TLS 1.3)
- NABH/DPDP Act compliant storage
Real-time Vitals
Key System Integrations
Sanitas HMIS
Primary asset register with lifecycle, procurement, and depreciation data
Trakcare HIS
Patient workflows, scheduling, and procedure data for utilization analysis
IoT Platform
Real-time device telemetry for operational status and health monitoring
Vendor Systems
OEM integration for maintenance scheduling and parts management
Multi-HIS Integration Architecture
The Fortis Asset Intelligence Platform integrates data from multiple Hospital Information Systems (HIS), IoT platforms, and operational systems across 33 healthcare facilities. This unified data layer enables real-time visibility, AI-powered analytics, and seamless cross-hospital asset management.
Data Integration Flow
Key Entities & Attributes
Core data entities required from each source system to power the Asset Intelligence Platform:
| Entity | Source System | Key Attributes | Platform Usage |
|---|---|---|---|
|
Asset Master
|
Sanitas HMIS |
asset_id,
asset_name,
category,
manufacturer,
model,
serial_number,
purchase_date,
purchase_cost,
warranty_expiry,
location,
department,
hospital_id
|
Asset Registry, Lifecycle Management, Depreciation |
|
Maintenance Records
|
Sanitas HMIS OEM |
maintenance_id,
asset_id,
maintenance_type,
scheduled_date,
actual_start,
actual_end,
status,
vendor,
technician,
cost,
delay_hours
|
Maintenance Tracking, SLA Monitoring, Delay Analysis |
|
Utilization Logs
|
Trakcare HIS IoT |
asset_id,
log_date,
hours_available,
hours_used,
procedures_count,
downtime_hours,
utilization_percent
|
Utilization Analytics, Capacity Planning, ROI |
|
IoT Telemetry
|
IoT Gateway |
device_id,
asset_id,
timestamp,
temperature,
power_consumption,
vibration_level,
operating_hours,
status_code,
error_codes
|
Real-time Monitoring, Predictive AI, Anomaly Detection |
|
Hospital/Facility
|
Trakcare HIS ERP |
hospital_id,
name,
location,
code,
beds,
departments,
accreditations
|
Multi-hospital View, Benchmarking, Compliance |
|
Financial Data
|
ERP Sanitas |
asset_id,
fiscal_year,
opening_value,
depreciation_rate,
current_value,
maintenance_budget,
actual_spend
|
Depreciation, TCO, Budget Tracking, ROI |
|
Vendor/Technician
|
OEM/Vendors ERP |
vendor_id,
vendor_name,
contract_type,
sla_terms,
response_time,
technician_skills,
rating
|
Vendor Management, SLA Tracking, Performance |
Integration Methods
HL7 FHIR R4 APIs
Healthcare interoperability standard for Trakcare HIS and EHR systems. Supports Patient, Device, Observation, and ServiceRequest resources.
MQTT Protocol
Lightweight messaging for real-time IoT device telemetry. Supports QoS levels, topic-based routing, and TLS encryption.
REST APIs
Standard REST endpoints for Sanitas HMIS, ERP, and vendor systems with OAuth 2.0 authentication and rate limiting.
Apache Kafka Streaming
Event-driven architecture for real-time data pipelines. Handles high-throughput data from multiple hospitals.
Data Governance
Multi-Hospital Data Unification Concept
How the platform resolves and unifies asset data from disparate systems across multiple hospitals:
The Challenge
- Same asset has different IDs in each system
- Sanitas stores procurement & depreciation
- Trakcare tracks patient procedures
- IoT captures real-time telemetry
- No single source of truth
Entity Resolution
- Match by serial number (primary key)
- Fuzzy match on name + location + department
- Cross-reference hospital codes
- Create golden record with all attributes
- Maintain source system mappings
Unified View
- Single asset record across all hospitals
- Combined utilization from HIS + IoT
- Complete maintenance history
- Real-time status from telemetry
- Cross-hospital benchmarking enabled
Integration Benefits
Fortis Asset Intelligence Platform - Live Demo
Experience the full capabilities of our AI-powered asset management platform. Explore real-time analytics, predictive maintenance, IoT monitoring, and conversational AI features designed specifically for Fortis Healthcare.