

Recommendation engines
Delivering personalized recommendations by analyzing user behavior, preferences, and history to suggest relevant products, content, or services of interest.
Collaborative filtering Content-based filtering Machine learning recommendations AI-powered recommendations AI-driven personalization Real-time recommendations
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Conversational AI
Using advanced technologies to help computers understand context and respond in ways that closely mimic natural human conversation.
Natural Language Understanding (NLU) Natural Language Generation (NLG) Retrieval Augmented Generation (RAG) Agents and chatbots Sentimental analysis Virtual assistants
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Predictive AI
Using historical and current data to train AI models that identify patterns and make accurate predictions about future needs, events, or trends.
Predictive analytics Predictive modeling Forecasting Risk analysis Fraud detection Customer behaviour prediction
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Computer vision
Enabling computers to process and interpret visual data—recognizing objects, people, and scenes in images or videos to drive informed actions.
Feature extraction Image recognition Object detection Image segmentation Object tracking Video analysis











