THE CHALLENGE
What needed to be solved
Caregivers need useful context without being buried in software. Healthcare workflows also require careful boundaries around privacy, permissions, uncertainty, consent, and the role of AI.
HEALTHCARE PRODUCT ENGINEERING
Clarifer
Turning scattered medical information into a calmer, usable care workflow.
2product surfaces: web + mobile
9integrated workflow areas
1shared longitudinal care record
Clarifer is built around a real caregiving problem: the information needed to care for someone is often split across documents, appointments, medications, symptoms, portals, conversations, and memory. The product brings those pieces into one coordinated experience.
THE APPROACH
How we approached it
CASSINI approached Clarifer as a product and systems problem, not a collection of disconnected features. Web, mobile, authentication, data ownership, provider workflows, and AI-assisted interpretation are designed around the same care model.
WHAT WE DELIVERED
The work
- Caregiver-facing web application
- Flutter mobile application work
- Authenticated longitudinal care record
- Medical document organization and plain-language interpretation
- Symptoms, medications, appointments, care-team and clinical-trial workflows
- Provider-facing review workflows and clinical exports
- Assistive AI with explicit human confirmation boundaries
- Export, deletion, consent and health-data privacy controls
- Public landing experience and fictional-data product walkthrough
THE RESULT
What exists now
Clarifer now has a live public product experience and an authenticated care workflow built around caregivers rather than around a wall of healthcare modules.
CASSINI'S ROLE
Where we fit
Clarifer is a separate healthcare company founded by Samira. CASSINI's relevance here is the product and engineering work behind a complex healthcare platform.
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