Ankit Anand is a technology leader, researcher, and Managing Consultant at Syniti, specializing in Data Quality and Master Data Management. An IEEE Senior Member with four utility patents in neuro-symbolic architectures and AI-Agentic operations, his work focuses on closing the gap between advanced AI research and reliable enterprise deployment.