ذكاء المحتوى System

A research workflow that gathers selected sources, removes duplicates, structures findings and uses AI to rank the most valuable insights for a focused weekly brief.

Aidvex designed a workflow that gathers selected sources, cleans and structures findings, removes duplicates and uses AI to rank the strongest intelligence items before human review.

التحديMarket research was spread across alerts, publications, professional networks and manually shared reports. Reviewing everything, removing duplicates and identifying the most useful items was slow and inconsistent.

النظامAidvex designed a workflow that gathers selected sources, cleans and structures findings, removes duplicates and uses AI to rank the strongest intelligence items before human review.

سير العملSelected sources → Cleaning and deduplication → AI evaluation → Human review → Weekly brief

التقنياتn8n, Google Sheets, Gmail, AI models and validation logic

الإشراف البشريThe final shortlist remains reviewable before it is prepared for circulation.

النتيجة التشغيليةReduced repetitive research work and created a more focused, consistent intelligence process.

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