Suman Papanaboina

Managing Director, Software Architecture

Suman Papanaboina is a leader in AI Engineering at Concentrix. He directs the development and delivery of advanced AI solutions, focusing on scalable machine learning systems. With over 19 years of IT experience, he champions innovation through AI, enhancing operational performance and ensuring data integrity. Suman is committed to empowering businesses with custom-tailored, cutting-edge AI technologies.

Agentic AI Use Cases That Will Blow Your Mind

Explore agentic AI use cases for email automation, document validation, claims management, and more. Get actionable insights for every industry.

12 Failure Patterns of Agentic AI Systems—and How to Design Against Them

Scale agentic AI safely by knowing exactly how it behaves. Watch for these failure patterns and design your agentic AI systems to avoid them.

Human + AI Workflows Are the New Operating System—But They’re Failing in the Dark

Expose hidden breakdowns in your operating system with agentic observability and get real oversight for human and AI workflow optimization.

Designing for Trust in Human + AI Workflows

Know what your AI is doing and why it’s doing it. Agentic observability builds trust and transparency into your human and AI workflows.