VS logoVidya Sagar Panati
How I WorkJourneyLet's Talk
Open to Collaborate

// Principal Product Manager · Bengaluru

Building products
that matter,
from 0 to 1.

I help business, product, design, and engineering teams discover the right problems, build AI-powered products, and deliver measurable customer and business outcomes.

Principal PM at Informatica · Amagi · $1M+ ARR · TEDx Speaker

12.9716° N · 77.5946° E  ·  Bengaluru, India

Vidya Sagar Panati — Product Leader based in Bengaluru
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Informatica·
Amagi Media Labs·
AllSight·
TEDx Speaker·
$1M+ ARR Built·
AI Platform Strategy·
0→1 Products·
Enterprise SaaS·
Customer Data Platforms·
Agentic AI·
Informatica·
Amagi Media Labs·
AllSight·
TEDx Speaker·
$1M+ ARR Built·
AI Platform Strategy·
0→1 Products·
Enterprise SaaS·
Customer Data Platforms·
Agentic AI·

// 02 — HOW I WORK

My practice runs the full arc of a product.

From the first signal of a customer problem to the day revenue lands — I work across the entire product lifecycle. Here's how I think about each phase.

What problem is worth solving?

Turning weak signals into strategic opportunities.

  • Identify customer pain points, unmet needs, and workflow friction
  • Surface hidden opportunities through Discovery Debt analysis
  • Distinguish symptoms from root causes
  • Prioritize problems based on business impact and urgency
  • Build a problem portfolio before discussing solutions

// 03 — JOURNEY

Still building.
Still learning.

A decade of product work across enterprise software, streaming infrastructure, and AI platforms. Here's the path.

MargawiseFounder
Jan 2026 – May 2026
  • Founded AI-powered Structured Discovery Platform
  • Introduced the Discovery Debt framework
  • Shipped v0.1 in under 3 months with AI Interview Co-pilot
Amagi Media LabsPrincipal II Product Manager
May 2022 – Dec 2025
  • Grew VoD SaaS ARR from $450K to $1M+ in 18 months
  • Built CDP from 0→1 in 6 months, 22% org adoption in year one
  • Customer base grew from 20 to 40+ accounts
Institute of Product LeadershipEMBA, Product Leadership
2025 – Present
Informatica (Acquired AllSight)Principal Product Manager
Feb 2019 – May 2022
  • Sustained $1M/year Dell enterprise account post-acquisition
  • Designed RBAC across 6 permission roles for IDMC Ingestion
  • Led cross-functional team of 8 across IDMC initiatives
Great Learning by Great LakesPG Program in AI/ML
2019 – 2021
AllSight (Split from InfoTrellis)Technical Product Manager
Jun 2017 – Feb 2019
  • Shipped centralized Configuration Platform — onboarding 4+ weeks → hours
  • Launched AllSight on AWS Marketplace in 3 months
  • Directly contributed to Capital One (~$250K+ ARR)
InfoTrellis (Acquired by Mastech)Consultant
Oct 2014 – Jun 2017
  • Built unified Big Data Test Automation Platform on personal initiative
  • Reduced regression cycle from 4 hours to 1 hour
  • Mentored 5 QA engineers; 3 transitioned to dev roles
CGISoftware Engineer
Jul 2013 – Oct 2014
  • TDD-based feature testing for MunichRe (Germany)
  • Trained teams on Agile methodologies
InfosysSystems Engineer
Jan 2010 – Jun 2013
  • Uncovered 400+ bugs in Finacle wealth management platform
  • Automated 250+ test cases, cutting regression time by 48%
Sri Venkateswara UniversityB.Tech, Electrical & Electronics Engineering
2005 – 2009

“I've made bad calls, shipped imperfect products, and learned something useful every single time. That's the job.”

// 04 — LET'S TALK

Have a problem
worth building for?

Whether you want to collaborate, book a 1:1 to swap notes on product strategy, or just have a conversation — I'm here.

Exploring a 0→1 product opportunity?

Want to discuss AI strategy for your platform?

Looking for a thought partner on discovery?

Just want to connect?