---
title: "Kumar Aniket - Senior Product Manager in Bengaluru | Tal"
description: "Meet Kumar Aniket, Senior Product Manager @ Amnic | AI Agents, LLM Platforms & Enterprise SaaS | IIT Kharagpur based in Bengaluru. AI stack includes cursor and opencode."
image: "https://tal.club/meet/kumar-aniket/share-image"
---

# Kumar Aniket on Tal

## Headline

Senior Product Manager @ Amnic \| AI Agents, LLM Platforms & Enterprise SaaS \| IIT Kharagpur

## About

Website : https://www\.kumaraniket\.com/ I'm a Product Manager who treats large language models as a build surface, not just a chat interface\. At Amnic, I lead product for our enterprise LLM cost management layer — unified visibility into spend across OpenAI, Gemini, Anthropic, and Bedrock, with real\-time anomaly detection and cost attribution down to the team and feature\. Used by 10\+ enterprise customers today\. I've also built AI agents that automate a FinOps analyst's workflow — reading natural\-language requests, pulling the right data, and surfacing anomalies and optimizations, with human\-in\-the\-loop checkpoints built into the design\. Before Amnic, at Enterpret, I led an AI\-powered adaptive taxonomy and customer knowledge graph connecting feedback to products, users, and accounts — now running across 50\+ customers\. I also launched Sales Insights, an AI feature that synthesizes sales calls and CRM data to surface why deals are won or lost\. I don't just build AI agents for customers — I run on them daily\. I prototype in Claude Code, Cursor, and Figma Make to go from customer conversation to working proof of concept the same day\. I've also built myself a multi\-agent assistant that consolidates my own PM workstreams — what's shipping, what customers are asking for, how features are being used — into one system I can query directly, instead of switching between five tools to find an answer\. IIT Kharagpur \(dual CS degree\) and founding BlockDeliver — a blockchain CDN marketplace scaled to partnerships across 30 countries — are where this all started\. Always happy to compare notes on agentic product design, AI cost economics, or building with AI as a daily tool rather than a feature \.

## Location

Bengaluru

## AI stack

cursor

opencode

## Work experience

Senior Product Manager at Amnic, Sep 2025 \- Present · 1 yr, Bengaluru, Karnataka, India, Led product development for Amnic's enterprise LLM cost management layer, giving unified visibility into AI spend across OpenAI, Gemini, Anthropic, and Bedrock; adopted by 10\+ enterprise customers\. Spearheaded the launch of Cloud Inventory, unifying resource and configuration data across AWS, Azure, and GCP into one searchable system of record\. Built AI agents that automate a FinOps analyst's workflow — surfacing anomalies and optimization opportunities from natural\-language requests, with human\-in\-the\-loop review built in\. Rolled out Virtual Tags, unifying inconsistent cloud tags so customers can finally attribute spend correctly; adopted by \~75% of customers within a month\.

Product Manager at Enterpret, Nov 2024 \- Aug 2025 · 10 mos, Bengaluru, Karnataka, India, • Led the development of an AI\-powered adaptive taxonomy and customer knowledge graph, enhancing product\-user connections\. • Spearheaded the Sales Insights feature, synthesizing sales calls and CRM data to inform product decisions\. • Developed a low\-code workflow builder, empowering customers to automate feedback analysis without coding expertise\.

Product Manager at Drivetrain, Oct 2022 \- Oct 2024 · 2 yrs 1 mo, Bengaluru, Karnataka, India, ◦ Helps startups build financial models, link to data sources, monitor progress, and visualize by creating dashboards\. ◦ Improved dashboard functionality by adding new waterfall, pie, and funnel charts, enhancing data visualization and user analysis capabilities\. ◦ Developed advanced table charts with comprehensive formatting and data entry options, similar to Excel, to provide users with detailed and customizable data representations\. ◦ Implemented G\-sheet\-like sharing and report\-saving features to facilitate better collaboration and data management among users\. ◦ Introduced practical features such as conversations and changelogs, improving user engagement and trackability\. ◦ Streamlined the release process with thorough documentation and pre\-release testing, ensuring smooth and reliable deployments\.

Associate Product Manager at Soroco, Jun 2021 \- Sep 2022 · 1 yr 4 mos, Bengaluru, Karnataka, India, Led enhancements to Scout's ML\-driven work graph, improving how it reconstructs employee journeys from raw activity logs to surface bottlenecks and automation opportunities\. Automated approval workflows, cutting clicks from 200 to 1 and task completion time from 50 minutes to 5 minutes\. Designed a reuse feature letting users leverage work already done by others, saving 5–6 hours of rework per user\. Improved data classification through machine learning integration, increasing work capture from 20 to 35 and enhancing overall user experience\. Drove strategic product roadmaps to launch 5 key features across 4 releases, working with 11 engineers and a 20\+ member customer success team\.

Founder & CEO at Blockdeliver, Jan 2020 \- May 2021 · 1 yr 5 mos, Bengaluru, Karnataka, India, Founded and built a blockchain\-powered, peer\-assisted CDN marketplace, enabling ISPs, users, and providers to share and monetize spare bandwidth through token\-based incentives\. Secured strategic partnerships with Kingsoft Cloud \(China\) and ArvanCloud CDN, extending the network's reach to 30\+ countries\. Owned product vision and strategy end to end, translating customer feedback and technical trade\-offs into feature development, working closely with the CTO on architecture decisions\. Built and led a 15\-member team across 5 countries, recruiting from IIT Kharagpur, IIT Madras, and Microsoft\.

## Education

B\.Tech \+ M\.Tech, Computer Science, Indian Institute of Technology, Kharagpur

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

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