How to Use This Gallery
For each example: understand the pattern, then ask yourself the activation question. The gallery is a tool for developing project instinct, not a reading exercise.
Read what the agent does. Identify who it helps and why it matters. Note what it needs to work. Answer the activation question.
Healthcare Examples
Monitors a patient's medication schedule, sends reminders via SMS, and alerts a caregiver if a dose is missed for more than two hours.
Elderly patients managing multiple medications. Their families who cannot be present for every dose.
Missed doses cause thousands of preventable hospital readmissions every year. A consistent reminder system costs pennies per day.
A messaging API (Twilio), a simple schedule database, a PDF reader for prescription documents.
Reads a hospital discharge letter, extracts key action items, and presents them as a plain-language checklist the patient can actually follow.
Patients and families navigating post-hospital care. Discharge letters are written for clinicians, not patients.
Failure to follow discharge instructions is a leading cause of 30-day readmission. Most patients do not understand their own letters.
A PDF/document parser, a language model for summarisation, a basic interface for output delivery.
Monitors public flu incidence data and automatically sends a bulletin to school administrators when regional thresholds are crossed.
School health coordinators, parents, and public health teams who currently check data manually and inconsistently.
Early warning gives schools time to implement preventive measures before an outbreak becomes a closure.
A public health data API, email or messaging integration, simple threshold logic.
Sends daily check-in questions about mood and sleep, tracks trends over time, and shares a weekly summary with a counsellor if patterns suggest distress.
Students and young adults who would not proactively seek support.
Early detection of mental health decline dramatically improves outcomes.
A conversational interface, a mood-tracking database, strict privacy controls and explicit consent mechanisms.
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