Platform Architecture
Four-Layer
Architecture
A modular, enterprise-grade stack designed for healthcare AI — from data ingestion to clinical intelligence and trusted code generation. Each layer is independently deployable and horizontally scalable.
How It Works
From Raw Data to Clinical Intelligence
Data flows upward through the stack — each layer adds structure, intelligence, and governance. Organizations can adopt incrementally without rearchitecting their technology stack.
Ingest
Connect data sources via standard protocols. EHRs, wearables, labs — all unified.
Standardize
Automatic FHIR R4 transformation with validation and quality scoring.
Analyze
AI agents process data through clinical or engineering workflows.
Deliver
Actionable insights to clinicians, researchers, and engineering teams.
Unified Health Data Infrastructure
Ingest, standardize, and govern clinical data from any source. Built on FHIR R4 with enterprise-grade access controls, data lineage tracking, and research-ready cohort extraction. The Data Cloud serves as the single source of truth for every downstream module.
50+
Data Sources
<2s
Ingestion Latency
99.99%
Uptime SLA
Multi-Source Ingestion
Connect EHRs (Epic, Cerner, Allscripts), wearables (Apple Health, Fitbit, Garmin), imaging systems (DICOM), and research databases through a unified pipeline with automatic format detection.
FHIR R4 Standardization
Automatically transform heterogeneous data into interoperable FHIR R4 resources. Supports CDA/C-CDA, HL7 v2, and custom formats with configurable mapping rules.
Role-Based Access Control
Fine-grained permissions ensure the right people access the right data at the right time. Supports hierarchical roles, attribute-based policies, and break-glass emergency access.
Data Lineage & Provenance
Track every data point from ingestion to consumption. Full provenance chain ensures regulatory compliance and supports research reproducibility requirements.
Intelligent Agent Orchestration
Route tasks to the best model, orchestrate tool usage in sandboxed environments, and maintain full audit trails across every execution. The Agent Platform is model-agnostic — swap providers without changing application code.
10+
LLM Providers
100%
Audit Coverage
<100ms
Routing Overhead
Smart Model Routing
Automatically select the optimal LLM for each task based on cost, latency, capability, and compliance requirements. Supports GPT-4, Claude, Gemini, Llama, and custom models.
Tool Orchestration & Sandbox
Agents safely execute tools in isolated sandboxes with deterministic replay capabilities. Each execution is reproducible and inspectable for audit purposes.
Full Execution Logging
Every decision, tool call, prompt, and output is logged with immutable timestamps. Execution traces are queryable and exportable in standard formats.
Multi-Tenant & Metering
Isolated tenant environments with usage metering, rate limiting, cost allocation, and billing integration. Deploy once, serve multiple organizations securely.
AI-Powered Clinical Insights
From multi-modal assessments to treatment optimization, deliver actionable clinical intelligence that improves patient outcomes. Every recommendation is explainable, every model output includes confidence scoring.
6+
Clinical Scales
Real-time
Monitoring
30+
Outcome Metrics
Multi-Modal Assessment
Combine structured scales (PHQ-9, GAD-7, MADRS), free-text clinician notes, and wearable sensor data for comprehensive clinical evaluation with cross-modal correlation analysis.
Longitudinal Monitoring
Track patient trajectories over weeks, months, and years. Bayesian change-point detection algorithms identify clinically significant shifts before they become critical.
rTMS Treatment Optimization
Data-driven protocols for repetitive transcranial magnetic stimulation. Optimize frequency, intensity, coil position, and session count based on individual response patterns.
Research Analytics
Built-in statistical tools with pre-registered analysis pipelines, publication-ready visualization, and IRB-compliant data export with full provenance chains.
Trusted Code Generation & Automation
Generate auditable, compliant code with built-in healthcare security standards. Every line is traceable — from the request that triggered it, through the model that generated it, to the standards it was verified against.
5
Languages
12+
Compliance Rules
100%
Provenance
Auditable Code Generation
AI-generated code with full provenance tracking. Deterministic reproducibility means the same input always produces the same output. Every artifact has a unique trace ID.
Healthcare Secure Coding
Automated HIPAA, SOC 2, and HITRUST compliance checks woven into every generation step. The system understands PHI handling patterns, encryption requirements, and access control natively.
Auto Documentation
Automatically generate and maintain API docs (OpenAPI), architecture diagrams, compliance reports, and changelogs that stay perfectly in sync as code evolves.
CI/CD Integration
RESTful API with native SDKs for Python, TypeScript, and Go. Integrate trusted code generation directly into your CI/CD pipeline with webhook-based event notifications.
$ mindcode generate --context src/api/
→ Analyzing codebase context...
→ Loading standards: healthcare-v2
→ Model: gpt-4-turbo (routed)
✓ Generated: patient-endpoint.ts
✓ Provenance: mc-gen-a7f2
✓ HIPAA: 8/8 controls passed
✓ SOC 2: 5/5 controls passed
✓ Standards: 12/12 rules passed
Completed in 3.2s
Security & Compliance
Built for Regulated Industries
Every layer of the MindCODE platform is designed with compliance in mind. From HIPAA-ready architecture to immutable audit logs, we build trust into the infrastructure so you can focus on outcomes.
HIPAA
Privacy & Security Rules
SOC 2 Type II
Trust Principles
HITRUST CSF
Framework Certified
GDPR
International Ready
FDA CDS
Clinical Decision Support
BAA Ready
Business Associate Agreements
Deployment
Deploy Your Way
MindCODE supports multiple deployment models to meet your organization's security, compliance, and performance requirements.
Cloud Managed
Fully managed SaaS deployment on our HIPAA-compliant infrastructure. Zero ops overhead — we handle scaling, updates, and security patching.
Dedicated Tenant
Isolated single-tenant deployment with dedicated compute, storage, and network resources. Full data sovereignty with your choice of cloud region.
On-Premise
Deploy MindCODE entirely within your own infrastructure. Air-gapped deployment option available for the most security-sensitive environments.
Ready to Build Trusted AI?
Whether you're a clinician, researcher, or engineering leader — MindCODE gives you the infrastructure to deploy AI you can trust.
Or reach us at hello@mindcode.ai