
Real-Time Data Pipeline at APPLSIP
Our Architecture: Databricks + Bedrock + Mistral Our backend uses a real-time pipeline built on Databricks for orchestration, AWS Bedrock for scalable inference, and Mistral LLMs for m
Read MoreWhat Is Sentiment Intelligence? Sentiment Intelligence is the process of decoding emotions, intent, and urgency from unstructured user feedback — at scale. Instead of just tagging a review as
Read MoreOur Architecture: Databricks + Bedrock + Mistral Our backend uses a real-time pipeline built on Databricks for orchestration, AWS Bedrock for scalable inference, and Mistral LLMs for m
Read MoreThe Frustration That Sparked the Vision After 17+ years in IT and AI systems, I noticed a repeated pattern: teams built great features, but missed early signs of user frustration, *confusion
Read MoreThe EdTech Churn Challenge Most EdTech platforms lose students silently — especially those who feel left behind, confused, or unmotivated. But their emotions are often buried in feedback forms, ch
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