Aggregate scores hid when the coach veered into clinical territory. Adversarial simulations now block every boundary slip before it ships.
A UK digital health company offering daily coaching for weight management, hormonal health, and sexual health, operating within an MHRA-regulated environment that draws a hard line between wellness coaching and clinical care.
Building a conversational health coach near a regulatory boundary where clinical advice or diagnosis would reclassify the product as a medical...
Digital health clinic for men's personalized treatments and wellness.
Framework and developer platform for building LLM-powered applications.
Numan's Health coaching is part of this use case:
Related implementations across industries and use cases
Coaches spent 30–60 minutes on repetitive onboarding questions. An AI now handles it in 10, giving coaches back the time for relationships.
Manual outreach couldn't keep pace. AI agents now contact 100,000 patients in a single day for preventative care.
Rigid decision trees needed seven questions to spot a chest pain emergency. Dot catches it on turn one and adapts to each member's context.
Coaches spent 30–60 minutes on repetitive onboarding questions. An AI now handles it in 10, giving coaches back the time for relationships.
Off-hour callers in crisis waited days for help. Now, voice AI fields calls, routes urgent cases to humans, and automates documentation.
Charting ate into patient time and kept nurses late. Ambient listening now captures notes in real time as they move room to room.
Reports read one by one, cohorts assembled in spreadsheets—weeks of work. Now physicians ask in plain language; answers arrive in seconds.
Tournaments running simultaneously meant an hour of manual checks each. AI agents now run them in minutes, freeing the team to be proactive.
Large AI training jobs meant fighting for preemptible slots or leaving campus. Marlowe gave any lab guaranteed multi-node access on demand.
Aggregate scores hid when the coach veered into clinical territory. Adversarial simulations now block every boundary slip before it ships.
A UK digital health company offering daily coaching for weight management, hormonal health, and sexual health, operating within an MHRA-regulated environment that draws a hard line between wellness coaching and clinical care.
Building a conversational health coach near a regulatory boundary where clinical advice or diagnosis would reclassify the product as a medical...
Digital health clinic for men's personalized treatments and wellness.
Framework and developer platform for building LLM-powered applications.
Numan's Health coaching is part of this use case:
Related implementations across industries and use cases
Coaches spent 30–60 minutes on repetitive onboarding questions. An AI now handles it in 10, giving coaches back the time for relationships.
Manual outreach couldn't keep pace. AI agents now contact 100,000 patients in a single day for preventative care.
Rigid decision trees needed seven questions to spot a chest pain emergency. Dot catches it on turn one and adapts to each member's context.
Coaches spent 30–60 minutes on repetitive onboarding questions. An AI now handles it in 10, giving coaches back the time for relationships.
Off-hour callers in crisis waited days for help. Now, voice AI fields calls, routes urgent cases to humans, and automates documentation.
Charting ate into patient time and kept nurses late. Ambient listening now captures notes in real time as they move room to room.
Reports read one by one, cohorts assembled in spreadsheets—weeks of work. Now physicians ask in plain language; answers arrive in seconds.
Tournaments running simultaneously meant an hour of manual checks each. AI agents now run them in minutes, freeing the team to be proactive.
Large AI training jobs meant fighting for preemptible slots or leaving campus. Marlowe gave any lab guaranteed multi-node access on demand.