Healthcare & Life Science Agentic Platform
Accelerating Clinical Innovation Through Intelligent Automation
Industry-Specific AI Transformation
Our Healthcare & Life Science platform combines deep domain expertise with cutting-edge AI to revolutionize clinical operations, drug discovery, and patient care delivery.
Built on proven healthcare data models (HL7 FHIR, OMOP CDM) and integrated with industry-leading systems, we enable seamless orchestration of AI agents across the entire healthcare value chain.
Category | Key Agents | Capabilities |
---|---|---|
Foundational | Molecular Analysis • Scientific Literature • Hypothesis Generation • Statistical Analysis | Drug-target predictions, research mining, novel hypothesis creation, biostatistical modeling for trials and regulatory submissions |
Technical | Bioinformatics Pipeline • Lab Automation • Chemical Structure • Clinical Data Integration | Omics processing, equipment control, molecular optimization, EDC/CTMS/eTMF harmonization across clinical systems |
Functional | Trial Management • Patient Recruitment • Site Selection • Budget Optimization | End-to-end trial orchestration, EHR-based participant matching, performance-based site ranking, R&D resource allocation |
Industry-Specific | Drug Discovery • Pharmacovigilance • Regulatory Intelligence • RWE Analytics | AI-driven target ID, global safety monitoring, submission tracking, real-world evidence generation for market access |
Category | Key Agents | Capabilities |
---|---|---|
Foundational | Clinical Reasoning • Risk Stratification • Care Pathway • Health Prediction | Diagnostic AI, high-risk patient identification, evidence-based optimization, disease progression forecasting |
Technical | EHR Integration • Medical Imaging AI • Clinical NLP • IoMT Integration | Health record harmonization, diagnostic image analysis, unstructured data extraction, medical device management |
Functional | Care Coordination • Revenue Cycle • Staff Scheduling • Patient Flow | Multi-team orchestration, billing optimization, workforce deployment, care setting transitions |
Industry-Specific | Emergency Triage • Surgical Planning • Chronic Care • Population Health | AI-powered prioritization, pre-operative optimization, disease management protocols, health trend analysis |
Clinical Trial Management
Emergency Department
Drug Discovery Pipeline
Chronic Disease Management
Clinical Operations Transformation
▼Patient Intake
AI-powered triage, automated documentation, predictive risk scoring
Diagnosis
Clinical decision support, differential diagnosis, imaging analysis
Treatment
Personalized protocols, drug interaction checks, outcome prediction
Follow-up
Remote monitoring, automated alerts, care coordination
Life Science R&D Acceleration
▼Target Discovery
AI literature mining, pathway analysis, target validation
Lead Optimization
Molecular design, ADMET prediction, synthesis planning
Clinical Trials
Protocol optimization, patient matching, site selection
Regulatory
Automated submissions, compliance tracking, safety monitoring
Healthcare System Integrations
▼EHR Systems
Epic, Cerner, Allscripts, AthenaHealth, NextGen
Laboratory
LabCorp, Quest, Mayo, LIS/LIMS systems
Imaging
PACS, VNA, GE, Siemens, Philips modalities
Pharmacy
Surescripts, PBMs, Specialty pharmacy networks
Payers
Claims systems, Prior auth, Eligibility verification
Research
EDC systems, CTMS, eTMF, Biobanks, Registries
Data Models & Standards
▼Standard/Model | Purpose | Implementation |
---|---|---|
HL7 FHIR R4 | Clinical data exchange, API-first interoperability | RESTful APIs, Resource bundles, Subscriptions |
OMOP CDM | Observational research, RWE analytics | Standardized vocabularies, ETL pipelines |
DICOM | Medical imaging storage and transmission | PACS integration, Cloud imaging archives |
LOINC/SNOMED | Clinical terminology standardization | Code mapping, Semantic interoperability |
ICD-10/CPT | Billing, coding, reimbursement | Automated coding, Revenue cycle management |
Layer | Components | Technologies | Healthcare Integration |
---|---|---|---|
AI/ML Core | Clinical LLMs, Medical Image AI, Genomic Analysis, Drug Discovery ML | GPT-4 Med-PaLM BioBERT AlphaFold | FDA-approved algorithms, Clinical decision support, Diagnostic assistance |
Agent Layer | Clinical Reasoning, Patient Monitoring, Trial Management, Lab Automation | LangChain AutoGen Semantic Kernel | CDS Hooks, SMART on FHIR apps, Clinical protocols |
Data Platform | Patient Data Lake, Clinical Warehouse, Research Repository, RWE Database | Databricks Snowflake Azure Synapse | HL7 FHIR, OMOP CDM, i2b2, REDCap integration |
Integration | EHR Connectors, Lab Systems, Medical Devices, Pharmacy Networks | Mulesoft Rhapsody Apache Kafka | Epic, Cerner, Allscripts, PACS, LIS, RIS interfaces |
Security & Compliance | PHI Encryption, Access Control, Audit Logging, Consent Management | Vault Privacera Immuta | HIPAA, GDPR, 21 CFR Part 11, SOC2 compliance |