SHIMANT RANJAN@shimant

Sentient Retention Engine is an AI-powered autonomous retention platform that predicts and prevents customer churn using Machine Learning, multi-agent orchestration, and real-time observability. The system analyzes customer behavior, simulates retention strategies, and autonomously selects optimized interventions. A Governance Engine enforces policy validation, permission controls, confidence checks, and human-in-the-loop escalation for secure AI execution. The platform also includes explainability panels, workflow tracing, live agent activity streams, and runtime security monitoring, making it an enterprise-grade AI governance and observability solution for trustworthy autonomous decision-making.

📅 May 11–19, 2026 • May 11 – 19: Online Build Phase. • May 18 (Hybrid Build Day – Online & Onsite) • May 19 (Demos & Awards – Online & Onsite) 🌍 Hybrid event. Join online from anywhere or build onsite at the venue. 🏆 Winners will be announced live on stage at the AI & Big Data Expo North America on May 19 📍 On-site Venue (May 18–19): San Jose McEnery Convention Center, CA, USA 🤝 Join solo or with a team. 🎟 FREE AI & Big Data Expo North America ticket included for participants that are able to join the on-site phase. 🏆Compete for a $10,000 prize pool 🧑‍💻 Apply now to design, prototype, and showcase enterprise-ready innovation.