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AI Solutions2023
Lara Pharma — AI Product Intelligence & Rep Assist
An AI product knowledge system for Lara Pharma's 120 medical sales representatives — giving instant answers about drug interactions, competitor comparisons, and detailing scripts, boosting doctor visit quality.
Lara Pharma
Cairo, Egypt
5 months
Results & Impact
120
Medical Reps Equipped
48%
Doctor Confidence Increase
2.8x
Sales Target Achievement
3h
Weekly Time Saved Per Rep
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The Challenge
Medical reps were losing credibility with doctors due to inconsistent product knowledge, spending hours preparing visit materials manually — leading to low doctor confidence and missed sales targets.
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Our Solution
Mobile AI assistant with a fine-tuned LLM on Lara Pharma's entire product catalog, clinical study database, and competitor analysis — with offline mode for clinic visits and manager analytics.
Tech & Tools Used
OpenAI GPT-4React NativeFastAPIPostgreSQLPinecone
#AI#Pharma#Sales Enablement#NLP
