Vaishnavi M profile photo 1 on Tal

Vaishnavi M

Associate Product Manager | Building Enterprise Agentic AI Platforms | Product Strategy, LLM Evaluation, AI Governance

Bengaluru

2+ years of work experience

Oct 20242 yrsPresent

Bangalore Urban, Karnataka, India

Own product strategy and roadmap for an enterprise Agentic AI platform suite spanning no-code agent creation and multi-modal conversational AI. Enterprise Agent Builder Platform (No-Code Agentic AI): - Owned product strategy and business case for a no-code Agentic AI platform, scaling to 25+ agents across BFSI and other enterprise sectors within its first year of launch - Defined UX requirements for an AI copilot, translating structured LLM outputs into dynamic, interactive UI components instead of raw text - Led an LLM evaluation and observability framework benchmarking 5+ models on cost, accuracy, and latency, reducing average per-agent inference cost by ~15-20% - Partnered with engineering on a reusable tool-building framework connecting to agents, cutting new tool integration time by 30-40% - Drove the integrations roadmap for a custom tool library, growing it to 10+ MCP-based integrations - Defined a pre-launch governance process for agent deployment, including quality, safety, and compliance checks Conversational AI Applications (Multi-Modal Agent Platforms): - Directed roadmap for two multi-modal AI products: a real-time collaborative platform (200+ concurrent users) and a lightweight, security-sensitive enterprise chat tool - Defined the interaction design for an avatar-based, real-time audio/video experience, driving 20+ minute average session engagement - Scoped a lightweight chat architecture achieving sub-2-second average response times for security-sensitive enterprise clients
NextLeap
Apr 20254 mosJul 2025

Bengaluru, Karnataka, India

Top Fellow out of 250+ peers in the graduation project Learnt about problem framing, user research, design thinking, solution ideation, prioritization, metrics orientation, system design, SQL basics & prototyping, cohort & funnel analysis by doing weekly projects and product teardowns.
Infinity Learn
Mar 20234 mosJun 2023

Bengaluru, Karnataka, India

Identidied consumer interests and key market identies for new accounts. Developed working relationships with partners to merge and exchange consumer information and marketing data. Assisted with creating scripts and responses for consumer interactions. Managed friendly and professional customer interactions. Determined needs, delivered solutions, and overcame objections through consultative selling skills. St up new accounts for payment methods.
InMovidu Technologies Pvt Limited
Jul 20224 mosOct 2022

Bengaluru, Karnataka, India

MyCaptain
Nov 20202 mosDec 2020

Bengaluru, Karnataka, India

Vaishnavi’s AI Stack

claude code
claude code
claude
claude
codex
codex
lovable
lovable
Agno
Agno
Zapier
Zapier

Education

University of Galway

Master's degree, Business analytics

University of Galway

20231 yr2024
Presidency University Bangalore

Bachelor of Business Administration - BBA, Business analytics

Presidency University Bangalore

20203 yrs2023

Join Vaishnavi and 10k+ other professionals on

Tal Boss

Tal is the app where bosses meet engineers & builders directly, without middlemen

Download Tal Boss

Vaishnavi M on Tal

Headline

Associate Product Manager | Building Enterprise Agentic AI Platforms | Product Strategy, LLM Evaluation, AI Governance

About

AI Product Manager with experience building AI-powered enterprise products, AI agents, workflow automation solutions, and SaaS platforms. I have worked across Product Management, Business Analysis, and Enterprise AI, leading product discovery, requirement gathering, PRD creation, roadmap planning, and stakeholder management. My experience includes Agentic AI, AI Agents, Generative AI, Conversational AI, RAG systems, AI marketplaces, Copilots, and BFSI-focused enterprise solutions. I enjoy translating complex business requirements into scalable product capabilities while collaborating closely with engineering, design, and business teams. Core Areas: • Product Strategy & Discovery • AI Agents & Agentic Workflows • GenAI & LLM Applications • Enterprise SaaS Products • PRDs, User Stories & Roadmaps • API Integrations & Workflow Automation • Product Analytics & Success Metrics Open to opportunities in: Associate Product Manager | Product Manager | AI Product Manager 📍 Bengaluru | Remote

Location

Bengaluru

AI stack

claude code

claude

codex

lovable

Agno

Zapier

Work experience

Associate Product Manager at SILICOSYS TECHNOLOGIES INDIA PRIVATE LIMITED, Oct 2024 - Present · 2 yrs, Bangalore Urban, Karnataka, India, Own product strategy and roadmap for an enterprise Agentic AI platform suite spanning no-code agent creation and multi-modal conversational AI. Enterprise Agent Builder Platform (No-Code Agentic AI): - Owned product strategy and business case for a no-code Agentic AI platform, scaling to 25+ agents across BFSI and other enterprise sectors within its first year of launch - Defined UX requirements for an AI copilot, translating structured LLM outputs into dynamic, interactive UI components instead of raw text - Led an LLM evaluation and observability framework benchmarking 5+ models on cost, accuracy, and latency, reducing average per-agent inference cost by ~15-20% - Partnered with engineering on a reusable tool-building framework connecting to agents, cutting new tool integration time by 30-40% - Drove the integrations roadmap for a custom tool library, growing it to 10+ MCP-based integrations - Defined a pre-launch governance process for agent deployment, including quality, safety, and compliance checks Conversational AI Applications (Multi-Modal Agent Platforms): - Directed roadmap for two multi-modal AI products: a real-time collaborative platform (200+ concurrent users) and a lightweight, security-sensitive enterprise chat tool - Defined the interaction design for an avatar-based, real-time audio/video experience, driving 20+ minute average session engagement - Scoped a lightweight chat architecture achieving sub-2-second average response times for security-sensitive enterprise clients

Product Manager Fellowship at NextLeap, Apr 2025 - Jul 2025 · 4 mos, Bengaluru, Karnataka, India, Top Fellow out of 250+ peers in the graduation project Learnt about problem framing, user research, design thinking, solution ideation, prioritization, metrics orientation, system design, SQL basics & prototyping, cohort & funnel analysis by doing weekly projects and product teardowns.

Business Development Associate at Infinity Learn, Mar 2023 - Jun 2023 · 4 mos, Bengaluru, Karnataka, India, Identidied consumer interests and key market identies for new accounts. Developed working relationships with partners to merge and exchange consumer information and marketing data. Assisted with creating scripts and responses for consumer interactions. Managed friendly and professional customer interactions. Determined needs, delivered solutions, and overcame objections through consultative selling skills. St up new accounts for payment methods.

Business Development Intern at InMovidu Technologies Pvt Limited, Jul 2022 - Oct 2022 · 4 mos, Bengaluru, Karnataka, India

Campus Ambassador at MyCaptain, Nov 2020 - Dec 2020 · 2 mos, Bengaluru, Karnataka, India

Education

Master's degree, Business analytics, University of Galway

Bachelor of Business Administration - BBA, Business analytics, Presidency University Bangalore