Butterfly iQvsAda Health

Handheld whole-body ultrasound on a chip powered by AI image guidance and mobile smartphone apps.

Butterfly iQ replaced bulky $50,000 ultrasound carts with a single handheld probe that plugs into an iPhone, using AI to guide non-expert doctors on probe angle and calculate bladder volumes. Engineered to streamline complex operational demands, the platform couples targeted domain models with modern user interfaces to reduce repetitive overhead and enforce consistent results.

The world's most scientifically evaluated AI symptom assessment and digital patient triage platform.

Ada Health was built by doctors and medical scientists to provide rigorous, probabilistic symptom assessments, consistently outperforming other symptom checkers in peer-reviewed clinical studies. Engineered to streamline complex operational demands, the platform couples targeted domain models with modern user interfaces to reduce repetitive overhead and enforce consistent results.

• Ultrasound-on-a-chip Technology Replacing Expensive Piezoelectric Crystals: With a single silicon chip. Engineered for high throughput, it integrates into daily AI healthcare & medical workflows with low operational overhead. Users benefit from consistent output accuracy and automated error-handling under demanding workloads.
• Ai Guidance Showing: Clinicians how to position the probe for cardiac and lung views. Engineered for high throughput, it integrates into daily AI healthcare & medical workflows with low operational overhead. Users benefit from consistent output accuracy and automated error-handling under demanding workloads.
• Automated Ai Measurement: Tools (e.g. Auto B-line counter for lung fluid detection). Designed to maintain deterministic execution across production-scale operational pipelines.

• Medical Knowledge Base: Created and curated by dozens of certified physicians over a decade. Engineered for high throughput, it integrates into daily AI healthcare & medical workflows with low operational overhead. Users benefit from consistent output accuracy and automated error-handling under demanding workloads.
• Probabilistic Medical Reasoning: Evaluating personal risk factors, travel history, and symptoms. Engineered for high throughput, it integrates into daily AI healthcare & medical workflows with low operational overhead. Users benefit from consistent output accuracy and automated error-handling under demanding workloads.
• Used By Health: Systems as their digital 'Front Door' to route patients to the right level of care. Engineered for high throughput, it integrates into daily AI healthcare & medical workflows with low operational overhead. Users benefit from consistent output accuracy and automated error-handling under demanding workloads.

• Costs 90% less than traditional bulky hospital ultrasound machines
• Plugs straight into an iPhone or iPad with exceptional portability
• AI guides clinicians on probe positioning

• Highest diagnostic accuracy in peer-reviewed medical journal benchmarks
• Completely free consumer mobile app with zero ads or tracking
• Clear, compassionate medical explanations

• Requires medical training to interpret ultrasound diagnostics accurately

• Does not replace an in-person emergency room doctor (always advises seeking professional care when red flags appear)