How enterprises are accelerating Data Modernization using AI-native automation and expert validation
Join Incedo for an exclusive webinar showcasing a real-world success story where a large US telecom modernized its legacy Enterprise Data Warehouse to Google Cloud BigQuery—achieving a 50% reduction in migration timelines using Incedo’s AI-native DataXel platform.
Date: March 24, 2026
Time: 11 AM EST / 9:30 PM IST
Speakers: Ashish Gupta | Ram Sankaran Ramanathan
Webinar Overview
Modernizing legacy Enterprise Data Warehouses is no longer just a cloud migration exercise—it’s a business-critical transformation.
Enterprises running complex, legacy Data environments often struggle with:
- Long and unpredictable migration timelines
- Embedded transformation logic that is hard to reverse-engineer
- High risk of data inconsistencies and validation failures
In this webinar, Incedo experts will walk through how a large US telecom successfully modernized its Enterprise Data Warehouses using an AI-driven, human-in-the-loop approach, combining automation with expert oversight to deliver speed, accuracy, and confidence.
What You’ll Learn
Why Teradata Migrations Stall — And How to De-Risk Them
- Most Teradata-to-BigQuery migrations don’t fail because of technology.
They fail operationally. - Hidden transformation logic, manual validation gaps, and high-risk production cutovers quietly derail timelines—driving cost overruns, repeated delays, and loss of executive confidence.
- This executive webinar explores why large-scale Teradata migrations stall and how organizations are de-risking modernization using a structured, GenAI-powered approach.
Who Should Attend
This session is ideal for:
- CIOs and CDOs driving enterprise data strategy
- VPs and Directors of Data, Analytics, and Engineering
- Enterprise architects and modernization leaders
- Teams planning or evaluating Data migration to BigQuery
Speakers
Ashish Gupta
EVP, Head of Data & AI, Incedo
Leads Incedo’s global Data & AI strategy, helping enterprises modernize large-scale data platforms using GenAI-led automation and AI-native architectures.
Ram Sankaran Ramanathan
SVP, Chief Solutions Officer and Global Co-Head Telecom
Having worked at one of the largest telecom giants in the U.S. for over two decades, Ram brings deep, practitioner-led insight into modernizing complex Teradata estates and de-risking large-scale, mission-critical data migrations.
About Incedo
Incedo is a global AI and data transformation specialist, helping enterprises deliver measurable business impact from AI@Scale.
As a long-term partner from strategy to execution, Incedo operates at the intersection of business and technology—combining AI & data platforms, digital engineering, and operations transformation with deep domain expertise.
With 4,000+ professionals, 10+ global locations, and a strong portfolio of Fortune 500 clients, Incedo serves industries including telecom, banking & payments, wealth management, hi-tech, and life sciences.

