Kernel

MSLs log interaction notes.

Kernel extracts 'evidence gap' entities.

AI aggregates mentions across 500 notes.

Platform generates a report for Clinical Operations.

Team inputs notes via mobile app.

Kernel tags notes with session-specific themes.

Real-time dashboard shows trending topics.

Final summary report generated within 24 hours.

Set 'Competitor X' as a focus entity.

Kernel flags every mention of the competitor.

Sentiment analysis compares our drug vs. competitor drug.

Strategy team adjusts messaging based on sentiment trends.

Review 'Insight Quality' score in Kernel.

Identify MSLs capturing high-value strategic data.

Share best practices based on high-performing notes.

Improve overall field team strategic alignment.

Upload Global Medical Plan pillars.

Kernel maps insights to these specific pillars.

Gap analysis shows which pillars are lacking field data.

Direct field team to focus on under-represented topics.

Kernel scans notes for high-risk keywords.

AI evaluates context for potential non-compliance.

Flags interactions for medical legal review.

Maintains audit trail of all processed data.

Incorporate public medical data with early field notes.

Map influential KOLs and their current treatment philosophies.

Identify primary barriers to entry via AI summarization.

Build market entry strategy based on extracted insights.