# GioSync AI Public Discovery

GioSync is a product-engineering studio for clinical AI. We help sleep clinics know their patient population, screen faster, optimize resources, and deploy AI they can trust.

## Discovery surfaces

- [`/llms.txt`](https://giosync.com/llms.txt) — short operator hint surface
- [`/sitemap.xml`](https://giosync.com/sitemap.xml) — XML sitemap for crawlers
- [`/sitemap.md`](https://giosync.com/sitemap.md) — this file
- [`/rss.xml`](https://giosync.com/rss.xml) — RSS feed of blog posts

## Pages

- [Home](https://giosync.com/) — hero, services, featured work, about, contact CTA
- [Work](https://giosync.com/work) — case study index
- [Publications](https://giosync.com/publications) — peer-reviewed, published research only
- [About](https://giosync.com/about) — founder bio, mission & vision, education/affiliations
- [Contact](https://giosync.com/contact) — start a project
- [Blog](https://giosync.com/blog) — research notes and field reports
- [Privacy Policy](https://giosync.com/privacy)
- [Terms of Service](https://giosync.com/terms)
- [HIPAA Disclaimer](https://giosync.com/hipaa-disclaimer)

## Case studies

- [Prodromal RBD Risk Stratification](https://giosync.com/case-studies/prodromal-rbd-risk-stratification) — Population-level risk model identifying prodromal neurodegeneration from wrist actigraphy
- [Sleep Clinic Workflow Automation](https://giosync.com/case-studies/sleep-clinic-workflow-automation) — Automated reporting pipeline eliminating 15+ hours of manual work per week
- [Optimizing ML Classification of Narcolepsy Type 1 Using Cataplexy Questionnaire & HLA Biomarker](https://giosync.com/case-studies/scalable-narcolepsy-screening) — ML-based screening pipeline enables 94% sensitive, 98% specific NT1 detection from brief questionnaire + genetic marker

## Blog posts

- [What Healthcare Systems Need to Know About AI: 13 Essential Concepts](https://giosync.com/blog/healthcare-ai-essentials) — A practical guide to understanding AI systems in healthcare—what questions to ask, what to watch for, and how to ensure your AI systems are safe, reliable, and trustworthy.
- [Parsing is Not OCR: The Knowledge Engineering Stack for RAG Systems](https://giosync.com/blog/knowledge-engineering-rag-parsing) — Why RAG quality depends on preserving information before retrieval. Exploring the knowledge engineering stack, from semantic parsing to continuous improvement.
- [Automating the Sleep Clinic: A Technology Roadmap](https://giosync.com/blog/automating-the-sleep-clinic) — A practical roadmap for sleep clinic owners looking to reduce administrative burden through intelligent automation — from scheduling to reporting.
- [EHR Integration for Sleep Labs: What Clinics Need to Know](https://giosync.com/blog/ehr-integration-for-sleep-labs) — Understanding the technical and operational considerations for connecting sleep lab systems with electronic health records.
- [Prodromal Parkinson's Disease Detection via Wrist Actigraphy](https://giosync.com/blog/prodromal-parkinsons-detection) — Exploring how wrist-worn accelerometer data from consumer wearables can identify early markers of neurodegenerative disease.
- [Bias in Medical AI: Implications for Clinical Decision-Making](https://giosync.com/blog/bias-in-medical-ai) — Understanding how bias enters clinical AI systems and what rigorous evaluation frameworks look like in practice.
- [Scalable Screening for Narcolepsy Type 1](https://giosync.com/blog/scalable-screening-narcolepsy) — How machine learning can accelerate narcolepsy diagnosis by automating the initial screening step using routine clinical data.
- [Low-Dose Aripiprazole for Long COVID](https://giosync.com/blog/low-dose-aripiprazole-long-covid) — Examining emerging evidence for low-dose aripiprazole as a potential intervention for neuroinflammatory symptoms in long COVID.

## Usage

```bash
curl https://giosync.com/llms.txt
curl https://giosync.com/sitemap.md
curl https://giosync.com/sitemap.xml
curl https://giosync.com/rss.xml
```