Healthcare systems for what is known—and what is uncertain.
Sterling Health Technologies develops clinician-led systems that combine deterministic clinical logic with probabilistic intelligence—creating technology that is structured, adaptive, and accountable.
A disciplined approach to healthcare AI
Healthcare is neither entirely rule-based nor entirely predictable. Reliable systems need the precision of deterministic logic and the flexibility of probabilistic reasoning—with clear boundaries between them.
Deterministic layer
Rules, constraints, classifications, and safety gates provide a stable clinical foundation.
Probabilistic layer
Models surface patterns, likelihoods, and uncertainty without disguising estimates as facts.
The governing layer
Technology can organize, calculate, identify, and suggest. Licensed professionals interpret the complete patient context and determine care.
Platforms in development
Our work begins with practical breakdowns in understanding, decision support, documentation, and follow-through.
01
A patient-facing continuity layer that helps turn visits, medications, records, and next steps into understandable, longitudinal health information.
02
A provider-only clinical reference and decision-support environment for venous, pelvic, arterial, carotid, and aortic disease.
03
Future systems for safe automation, structured documentation, specialty workflows, and clearer movement of information across care.
MyHealthVaultAI Mobile
MyHealthVaultAI helps patients organize medications, appointments, visit information, documents, and caregiver access across otherwise disconnected parts of care.
Medication lists, reminder timing, label capture, and patient-confirmed changes help keep the active regimen understandable.
Appointments, visit capture, structured summaries, and follow-up tasks keep important details from disappearing after the encounter.
Documents and health information live alongside the visits and medication decisions they help explain.
Permission-based caregiver access supports continuity while keeping patient control visible and explicit.
Sterling Vascular Mobile
Built for clinicians who need fast access to vascular classifications, scoring tools, procedural checkpoints, and concise disease-management guidance without leaving the clinical workflow.
34 concise clinical references spanning classification, venous disease, thrombosis, wounds, and procedures.
CEAP and VCSS scoring with repeatable clinical safety checks designed for fast use.
Provider-focused checkpoints for procedures such as superficial axial vein radiofrequency ablation.
Structured guidance for complex presentations including C5–C6 venous ulcer management.
A governed intelligence architecture
Every layer should make the next layer safer, clearer, and easier to audit.
Capture the relevant clinical signal
Normalize the information and context
Apply rules, models, and evidence
Show rationale, limits, and uncertainty
Keep accountable humans in control
How we build
Clinical technology earns trust by being useful, constrained, understandable, and honest about uncertainty.
Technology is designed around the way care is actually delivered—not around a generic software workflow.
Deterministic safety layers, transparent limits, and human approval remain visible at every consequential step.
Recommendations should expose the inputs, governing rules, uncertainty, and source context that shaped them.
Useful intelligence follows the patient and the care process across visits, teams, and disconnected systems.
The horizon
Our direction is not autonomous medicine. It is better-supported human care: more complete context, clearer decisions, and fewer points of failure between one encounter and the next.
Transform fragmented visits, medications, records, and patient-reported information into an understandable clinical narrative over time.
Pair authoritative classifications and structured pathways with context-aware support for focused clinical domains.
Reduce cognitive and documentation burden while preserving professional judgment, review, and accountability.
About the company
Sterling Health Technologies is a healthcare innovation company founded by Sloane Sterling, PA-C. The company develops human-centered technologies grounded in real clinical workflows, specialty expertise, and the practical needs of patients and care teams.
Useful enough to improve the work. Transparent enough to question. Constrained enough to trust.