---
title: "Subham Goswami - AI Product Manager | Agentic AI/Generative AI Enterprise-grade SaaS Products in Bengaluru | Tal"
description: "Meet Subham Goswami, AI Product Manager @ ProductNova | Ex - Amazon Building Data-driven Agentic AI & Generative AI native, Enterprise-grade SaaS Products | B2B, B2B2C | MBA @ IIFT Delhi based in Bengaluru. AI stack includes claude code and lovable."
image: "https://tal.club/meet/subham-goswami/share-image"
---

# Subham Goswami on Tal

## Headline

AI Product Manager @ ProductNova \| Ex \- Amazon Building Data\-driven Agentic AI & Generative AI native, Enterprise\-grade SaaS Products \| B2B, B2B2C \| MBA @ IIFT Delhi

## About

I am an AI Product Manager with 8\+ years of experience building AI\-native B2B and enterprise SaaS products, from 0 to 1 through scale\. My work sits at the intersection of generative AI, agentic AI systems, and enterprise platform strategy\. I have turned complex & cost effective AI capabilities into products that solve user problems and multiplies ROI\. \-\-> Expertise: I have led end\-to\-end product management across the full product lifecycle, discovery, strategy, roadmapping, development, and go\-to\-market execution\. I have worked with cross\-functional teams including engineering, data science, ML, design, and business stakeholders to: \- Define product vision and set OKRs tied to real business outcomes \- Write detailed PRDs and product specs that align every team around a shared definition of success \- Lead product discovery using JTBD, opportunity scoring, and user research to find real customer pain \- Build and manage product roadmaps that balance short\-term delivery with long\-term platform thinking \- Execute GTM strategy for enterprise AI products where the buyer is not always the user\. \-\-> AI fluency: \- LLM selection and evaluation \- Choosing the right model based on capability, latency, cost, and context window\. \- RAG decision\-making \- Knowing when retrieval\-augmented generation is the right design and when fine\-tuning or prompt engineering is a better fit\. \- Agentic AI and multi\-step workflows\- Designing agents that reason across tool calls, API integrations, and memory without hallucinating at critical decision points\. \- MCP connectors and orchestration \- Building AI workflows that route tasks intelligently across systems\. \- Prompt engineering \- Treating it as a core product design input\. \- Token and context window optimization \- Managing inference costs at scale while maintaining output quality\. \- AI evals and quality metrics \- Defining what good output looks like before you ship and building evaluation frameworks that catch regression before it reaches users\. \- GenAI vs Agentic AI strategy \- Knowing when to deploy a generative model and when to deploy an autonomous agent, because these are not the same product decision\. \- Conversational AI, Agents Orchestration, AI cost optimization\. \-\-> Core PM Skill: Product Strategy, Product Roadmap, Product Discovery, Product Lifecycle Management, Go\-to\-Market Strategy, PRD, User Research, Stakeholder Management, Cross\-functional Leadership, Agile, Scrum, A/B Testing, OKRs, KPIs, Prioritization, Product Analytics, Data\-Driven Decision Making, UAT, Wireframing, AI Product Management\.

## Location

Bengaluru

## AI stack

claude code

lovable

## Work experience

AI Product Manager \| Agentic AI/Generative AI Enterprise\-grade SaaS Products at ProductNOVA, Feb 2026 \- Present · 7 mos, Bengaluru, Karnataka, India

Product Manager \| GenAI & Data Platforms \| Customer Experience at Amazon, May 2024 \- Jan 2026 · 1 yr 9 mos, Remote

Product Manager \| Data Platforms & Automation \| Warehouse Tech at Amazon, Jul 2020 \- Apr 2024 · 3 yrs 10 mos, Hyderabad, Telangana, India

People Manager \| LLM Fine\-Tuning \| Warehouse Tech at Amazon, Feb 2019 \- Jun 2020 · 1 yr 5 mos, Hyderabad, Telangana, India

## Education

Master of Business Administration \- MBA, International Marketing & Trade, Indian Institute of Foreign Trade

Bachelor of Technology \- BTech, Mechanical Engineering, Baddi University of Emerging Sciences and Technology, Budha \(Makhnumajra\), Solan

[View the original profile](https://tal.club/meet/subham-goswami)

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