SymptomLoop Information

SymptomLoop is building the reasoning layer for healthcare. Our platform transforms every patient interaction into a structured, auditable chain of clinical logic — bridging the gap between telehealth, compliance, and reimbursement. Unlike black-box LLM systems, SymptomLoop’s Structured Semantic Retrieval Intelligence (SSRI™) engine produces explainable, billable reasoning traces aligned with ICD/CPT standards. Each output encodes the full rationale behind every symptom-to-code mapping, giving payers and providers a transparent trail regulators can trust. What we’re solving • Telehealth triage drift: clinical chatbots that can’t justify outcomes. • Claim denials: missing or untraceable reasoning behind diagnostic codes. • Regulatory pressure: demand for verifiable AI logic in healthcare workflows. What we’ve built • A structured retrieval engine (SSRI™) that reasons over patient data sWhat sets us apart: AI-Powered Triage: Context-aware AI that understands the nuances of healthcare, delivering accurate, real-time triage and recommendations tailored to each patient. Secure Data Fusion: Our proprietary retrieval-augmented generation (RAG) engine delivers deep, domain-specific insights out of the box. For organizations seeking even greater context, Symptomloop can securely integrate with your own patient records and data sources—always with privacy and compliance at the forefront. Real Results: Our solutions drive measurable improvements in patient journeys, operational efficiency, and provider satisfaction. Why Symptomloop? Built for modern healthcare organizations seeking to short-circuit complexity and unlock the full potential of their data. Designed with security, compliance, and interoperability at its core. Trusted by forward-thinking providers to deliver actionable insights and better patient outcomes. Ready to see the future of healthcare? Request a demo or connect with us to learn how Symptomloop can help your organization deliver smarter care, faster.