GenAI Agile Flow SaaS
Impact50K+ feedbacks analyzed
Training Data50K
SummariesDaily/Weekly
BlockersAuto-classified
Overview
Built a SaaS product that analyzes scrum meeting feedback to identify patterns, blockers, and team sentiment. The system generates daily, weekly, and monthly summaries with actionable insights for project managers.
The Challenge
Project managers struggled to identify recurring blockers and team sentiment trends from scattered meeting notes and feedback.
The Solution
Used OpenAI to generate 50,000 synthetic training examples, deployed Google Cloud NLP for sentiment analysis, and vectorized feedback using Ada-Embeddings for intelligent clustering and classification.
Key Results
Automated blocker identification and classification
Theme-based summaries at multiple time scales
Suggestive actions for major blockers
Tech Stack
OpenAI APIGoogle Cloud NLPAda-EmbeddingsPythonPostgreSQLReact