Transformer
The Mercor of Healthcare
Overview
A foundry layer for healthcare, Transformer (MerCore) is the intelligence and integration fabric behind IndependenceOS. It ingests fragmented clinical, operational, and financial data across practices, transforms it into a unified ontology, and powers AI-driven decisions, workflows, and analytics across every vertical.
Target Audience
Core Engineering & Data Teams
Building scalable healthcare infrastructure
Echo Teams (Domain Experts)
Who discover problems in the field
Delta Teams (Builders)
Who rapidly deploy new services or AI agents
Leadership & Clinical Ops
Who need real-time, cross-domain visibility
AI Developers
Creating next-gen physician tools on structured health data
Key Challenges We Solve
Fragmented Data
15+ EHRs, billing systems, and practice sources normalized through one semantic layer.
Weeks to Insights
Data acquisition to decision support cycle reduced from 12 weeks to <3 weeks.
Slow Deployments
Zero-downtime, containerized microservices enable daily production releases.
How It Works
The 30-Day Machine
Ingestion Layer
Continuous ETL from EMRs, billing, patient outcomes, and operational feeds
Integration Layer
Cleanses, deduplicates, and standardizes data (FHIR, CPT, ICD-10)
Ontology Layer (MerCore)
Palantir-style semantic layer — transforms siloed data into physician-legible entities (Practices, Providers, Patients, Claims)
Analytics & Operations Engines
AI-driven analytics and automation for revenue, outcomes, scheduling, and care delivery
Apollo Layer
Service mesh that orchestrates all microservices — RCM, Scribe, Scheduling, Analytics — through APIs and continuous deployment
Results & Metrics
2–4 weeks from new practice acquisition → live analytics dashboard
Velocity
9+ practices, 2M+ patient encounters, 50M+ data points unified
Data Scope
+5–10% revenue recovery through ontology-based automation
RCM Uplift
+15–20% improvement in documentation precision via domain-tuned scribe
AI Accuracy
99.99% platform reliability across zero-downtime deployments
Uptime
Roadmap
MerCore Ontology GA
UpcomingQ1 2026
Unified FHIR + CPT + RCM model powering all IndependenceOS data flows
Apollo Mesh Expansion
UpcomingQ2 2026
Service mesh scaling to 100+ microservices with full observability
Cross-Domain Learning
UpcomingQ3 2026
Reinforcement loop: pediatric insights → family medicine → cardiology
AI Governance Layer
UpcomingQ4 2026
Versioned models, explainability, and compliance-ready data pipelines