Headline

AI Product Manager • Agentic AI • B2B SaaS

About

As an AI product manager, I define requirements and drive the development of agentic systems that turn intelligence into action, from GTM automation and decision-support tools to adaptive assistants. I work across speech, language, and reasoning technologies (ASR, NLU, LLMs, orchestration frameworks), shaping the infrastructure and interfaces that help enterprises design and scale AI-driven agents. In my current role, I focus on making agentic systems practical by connecting models, tools, and human workflows to actually get things done. My approach is hands-on and iterative, combining rapid prototyping, real user feedback, and systems thinking to build products that balance usability, speed, cost, and business impact.

Location

Bengaluru

AI stack

claude code

langchain

langgraph

mcp

openai

Granola

Work experience

Product Manager (AI Agents) at Kantiv, Oct 2025 - Present · 1 yr, Bengaluru, At Kantiv (Formerly Joist AI), we’re building agentic systems that let GTM teams generate, refine, and deliver proposals and documentation through intelligent, language and voice-driven workflows. Our vision is to become both the system of record and the system of execution for GTM in the AEC industry, creating a unified layer where teams can plan, collaborate, and execute every step of their proposal and documentation workflows seamlessly.

Product, Voice & Agentic AI at Reverie Language Technologies, Aug 2024 - Sep 2025 · 1 yr 2 mos, Bengaluru, - Founding member of Cuberoot.ai, a GenAI driven voice-agent builder platform for BFSI and e-commerce customer-support automation use cases. - Leading roadmap execution and alignment across engineering, design, data, and GTM functions. - Driving LLM-NLU hybrid strategy, prompt engineering best practices, automated testing, evals, voice UX standards, and pricing discussions. - Exploring speech-to-speech, GraphRAG, Context Memory, Model Context Protocol (MCP), and other emerging AI infra. - Leveraging tools like Lovable and v0.dev for rapid prototyping and MVP iterations. - Supporting team growth through hiring, onboarding, and enablement.

Conversational Experience Design at Skit.ai, Oct 2023 - Aug 2024 · 11 mos, Bengaluru, - Building intuitive and legally compliant chatbots & voice bots for US' debt collection industry. - Skilled in intent-entity recognition, flow mapping, dialogue-management, prompt engineering, and user-centric design principles. - Leading initiatives to establish voice bot consistency, encompassing system personality, tone, and inclusivity. - Ensuring alignment with cooperative principles, effective turn-taking, cognitive load optimization, and other applicable research in the fields of psychology, linguistics, etc. - Deep understanding of ASR, NLU, SLU, TTS, and other speech-and-language technologies.

UX Researcher at Salzburg AG, Nov 2022 - Jun 2023 · 8 mos, Salzburg, Austria

User Experience Designer at Salzburg AG, Nov 2022 - Jun 2023 · 8 mos, Built a persuasive-design app for optimizing solar energy use, and reworked onboarding to cut sign-up drop-offs by ∼20%.

Research Associate at Paris Lodron Universität Salzburg, Jul 2022 - Sep 2022 · 3 mos, Salzburg, Austria

Education

Master of Science - MS, Human Computer Interaction, Universität Salzburg

M.A, New Media & Digital Culture, University of Amsterdam

Public links

sagarhugar.com: https://sagarhugar.com/