Use AI to organize reviews, coverage, and impersonation reports.

A recurring information task

Reviews and coverage are scattered across public sources. Reading them individually makes comparisons and historical follow-up difficult.

How the work is organized

AI helps collect accessible material, distinguish topics and sentiment, remove duplicates, and retain references for review.

Reports separate new feedback, historical context, and leads that need follow-up.

For suspected impersonation, AI helps organize public evidence and prepare communication drafts. People verify the concern and decide the response.

The result

The practice produced archived reports and accumulated feedback records. These support communication review and issues requiring further investigation.

People review important findings and decide what communication or follow-up is needed.

My contribution

I set the reporting questions and quality requirements. Colleagues handle business follow-up; AI supports collection, interpretation, and drafting.