Client Timeline Generator

Challenge Description

Information about a client is often spread across care notes, incident reports, treatment plans, and communication logs. Professionals need to quickly understand the history of a client, but reading months of documentation is time-consuming. The challenge is to build an AI system that automatically creates a clear chronological timeline of key events, care decisions, and behavioral changes.

Business Context / Why This Matters?

Good care decisions require context. When professionals join a case or take over care, they must quickly understand what happened before. AI-generated timelines could significantly improve continuity of care and reduce time spent reading long records.

Specific Requirements

• Must maintain traceability to original notes.
• Sensitive data must remain secure.
• Output must be editable by professionals

Data Provided

• Anonymized care notes.
• Treatment plans.
• Incident logs.

Solution (Expected Outcome)

A working prototype that:

• Automatically summarizes care history.
• Creates a structured timeline of events.
• Highlights important turning points or changes.
• Helps professionals quickly understand complex cases.