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Patient Arrivals Forecaster, A Case Study

Patient Arrivals Forecaster, A Case Study

Patient Arrivals Forecaster

Xyonix partnered with a leading healthcare solutions provider to develop an AI-powered patient census forecasting system. This solution leverages time series models to predict patient arrivals up to five days in advance, enabling hospitals to optimize staffing and resource planning. With explainability features like SHAP analysis and intuitive error metrics, the system builds trust and provides teams with data-driven insights. The project included robust data preparation, fusing multiple data sources while adhering to strict HIPAA compliance, and hands-on guidance in product design and organizational integration. [Read more]

Smart Hospitality Concierge, A Case Study

Smart Hospitality Concierge, A Case Study

Smart Hospitality Concierge

Xyonix recently developed a cutting-edge virtual concierge system for deployment across thousands of hotels worldwide. This AI-driven system features a sophisticated knowledgebase for hotel-specific inquiries and an LLM-based dialog system for dynamic guest interaction. The system also includes advanced features to avoid bot hallucinations and maintain creative control over responses, offering broad guidance in general queries while relying on a curated knowledgebase for specific information. Additionally, it intelligently classifies guest questions, seamlessly directing complex issues to human staff. [Read more]

Virtual College Advisor, A Case Study

Virtual College Advisor, A Case Study

Virtual College Advisor

We worked closely with a company that helps colleges and universities better advise their student populations in a variety of areas including career choices, adjusting to college life, finding motivation and more. We built a virtual concierge like application that transcends traditional question/answering engaging in highly sophisticated and helpful conversation. We worked closely with the company CEO and product teams to think through a variety of advanced applications, build demonstrable prototypes, and facilitate easy deployment into production. [Read more]

Virtual Patient Intake Specialist for Online Health Services, A Case Study

Virtual Patient Intake Specialist for Online Health Services, A Case Study

Virtual Intake Specialist

We helped a company build a powerful virtual intake specialist that automatically communicates with patients to route them to the best care for their condition. Our AI system listens to patients and asks them just the right follow up questions, much like a traditional intake nurse might, to help schedule the best care option. [Read more]

AI Med Spa Assistant, A Case Study

AI Med Spa Assistant, A Case Study

AI Med Spa Assistant

Xyonix teamed up with an early-stage startup to launch an AI iPhone app based assistant to help Med Spa nurse practitioners. The AI technology adeptly categorized facial features, aiding in the assessment of treatments and spotting issues like temporal visual changes, ineffective product batches or injector performance. Integrated with iOS for precise patient driven photo alignment, the system enabled consistent treatment tracking. We played a pivotal role in technology development and strategic product planning; our involvement was key in fusing medical accuracy with technological innovation in product development. [Read more]

AI Backed Surgery, A Case Study

AI Backed Surgery, A Case Study

AI Backed Surgery

For a fortune 500 company, our Xyonix built models are in production today constantly analyzing thousands of recent in body surgery videos and reviews across many hundreds or thousands of surgery rooms around the world. Our models watch never ending streams of surgery videos, and read countless reviews. Our models power dashboards that help surgeons improve. [Read more]