The clinician's guide to grounding AI in patient data.
A plain-English walkthrough of retrieval, citations, and why 'the model hallucinated' should never be an answer at the bedside.
Resources
How to think about
AI in healthcare.
Technical guides, engineering deep-dives, and peer-reviewed research for teams building the future of healthcare.
Guides · 9 min
Engineering · Reference
FHIR R4 resource mapping reference.
Every resource, every field, every extension Healytix supports — searchable, downloadable, versioned.
Case studies · 12 min
Regional Health System sepsis prediction study — and what didn't work.
A frank retro on the 18-month rollout: alert fatigue, escalation pathways, and the numbers behind a significant mortality reduction.
Research · 18 pages
Evaluating LLM calibration in clinical decision support.
Technical report on how Healytix measures model 'confidence' before routing a suggestion to a physician's dashboard.
Videos · 6:24
FHIR-first architecture, explained in 6 minutes.
Why we built the data spine before the AI — and why every modern health system should do the same.
Podcasts · 24 min
Sovereignty vs SaaS: The future of clinical data.
Healytix team discusses why the 'black box' model of healthcare AI is dead and what replaces it.
Engineering · 14 min
Zero-Trust security for clinical agents.
How Healytix Conductor implements air-gapped agent runtimes with verifiable audit trails for PHI access.
Guides · 22 min
The ABDM Implementation Blueprint.
A comprehensive guide to achieving M1, M2, and M3 certification using Healytix Fabric as your health data layer.
Case studies · 10 min
Automating biologics prior-auth requests at an Enterprise Health System.
How Healytix Conductor agents handle insurance follow-ups autonomously with high semantic accuracy.
Engineering · 16 min
Optimizing Vector DBs for Clinical Context.
Technical deep-dive into chunking strategies for medical journals and patient records to minimize RAG latency.
Research · 12 pages
Bias Mitigation in Patient Risk Scoring.
Peer-reviewed study on how Healytix Pulse handles demographic shifts without losing predictive power.
Videos · 18:45
Building your first Clinical Agent in Conductor.
Developer walkthrough of the Conductor SDK: from local manifest to production deployment in 20 minutes.
Case studies · 8 min
Reducing clinician fatigue with smart clinical summaries.
How Healytix Sage generates context-aware patient summaries for shift handovers.
Engineering · 20 min
Scaling FHIR Ingestion with Kafka.
Architectural blueprint for processing high volumes of concurrent clinical events.
Guides · 15 min
HIPAA Compliance in the Age of LLMs.
Security checklist for deploying large language models in healthcare environments.
Research · 14 pages
Predicting ICU readmission with Multi-modal AI.
Combining vitals, lab results, and nursing notes for accurate readmission forecasting.
Podcasts · 32 min
The Evolution of Digital Clinical Charts.
Discussion on the final hurdles to 100% digital clinical workflows.
Videos · 12:10
Fabric vs. Legacy Data Warehouses.
Comparison of Healytix Fabric's real-time spine vs. traditional ETL processes.