Psych patients waited 8 hours for manual triage. AI now automates referral logic, cutting wait times 55% and freeing ER capacity.
A healthcare technology company founded by emergency physicians to address the gap between rising patient volumes and clinical staff shortages.
Patients arriving with mental health crises typically waited six to eight hours for a consultant to manually determine if they needed psychiatric...
“As a junior doctor, I gained firsthand exposure to some of the inefficiencies that happen in care delivery. To lose a young patient from a preventable death is devastating – and it really lit a fire in me to ask: how can we use data and real-time machine learning to improve patient care?”
Clinical automation and patient engagement platform for hospitals.
Enterprise software, cloud infrastructure, and consumer electronics platform.
Related implementations across industries and use cases
Self-hosting GPUs capped training at weekly runs. A serverless shift cut costs 3x and enabled daily iteration for 87% accuracy.
Clinicians spent 6 hours typing notes per 8 hours of clinic time. Now, an AI scribe listens and drafts records for provider review.
Manual analysis of 6 months of data was unsustainable. AI now automates reports and adjusts therapy difficulty to match user fatigue.
Clinicians spent 6 hours typing notes per 8 hours of clinic time. Now, an AI scribe listens and drafts records for provider review.
Oncologists reviewed 20 years of history after hours. AI now distills hundreds of pages into searchable summaries, freeing time for patients.
Compliance risks held back innovation. Engineers now use Claude Code to validate every PR for privacy and write tests 80% faster.
Clinicians struggled to stitch together charts. Claude now delivers instant, cited summaries, cutting latency by 61%.
Hundreds of pages per board book slowed director prep. Now, isolated AI securely condenses sensitive materials into actionable briefs.
Custom hardware bottlenecked imaging. A switch to software-defined GPUs now renders photorealistic 3D hearts in real time.