Data Forward: AI and Data Management News

As enterprises race to deploy AI, many are discovering that success requires more than models and infrastructure. It demands trusted data, governed workflows, operational visibility, and measurable business outcomes. In this episode, Ramon Chen, Chief Product Officer at Acceldata, sits down with Lofan Leung, Director of Alliances at ServiceNow, to discuss how the partnership between ServiceNow and...

Recorded live at Autonomous 26 in San Francisco, Ashwin sits down with Rajesh Vijayaraghavan, Principal ML & AI Specialist at AWS, to unpack how enterprises and ISVs are moving from AI experimentation to real production value. AWS's Bedrock and Agent Core platform gives companies a modular stack — covering model access, memory, observability, and multi-agent orchestration — without managing un...

How do you connect thousands of distributed data points across multi-cloud, hybrid, and edge environments without spending months on firewall tickets and VPN configurations? In this technical deep dive, Gowtham Saasivam - the Senior Staff Engineer at Acceldata, explains how the "Cloudbridge" architectural pattern is deconstucted —a novel approach to enterprise connectivity designed for planetary-s...

Abstract: In this episode of Data Forward, Ramon Chen sits down with Guy Voster to explore why AI initiatives are failing—not due to a lack of data, but a lack of context. As enterprises race to adopt AI, the conversation is shifting toward context intelligence—understanding where data comes from, what it means, and whether it can be trusted. Ramon and Guy unpack how unified, entity-centric data c...

Abstract:  On this Data Forward episode, Jason Russler of VAST Data and Ramon Chen of Acceldata discuss how enterprises can finally modernize their legacy Hadoop environments, cutting costs dramatically while positioning their data infrastructure for the AI era. Listeners will learn: How swapping HDFS for the VAST AI OS with S3A-compatible object storage eliminates 3× replication overhead and shri...

What if Kubernetes releases moved like messages on a bus — immutable, traceable, and fully observable? In this episode, Ashwin Rajeeva ft. Neeraj Nayan, Senior Kubernetes experts from Acceldata, unpack the architecture behind Flow Controller — a system designed to eliminate environment drift and bring identity, immutability, and auditability to Kubernetes releases at scale. If you’ve ever heard “i...

In this first episode of the Acceldata Engineering Podcast, Acceldata founders Ashwin Rajeeva (CTO) and Raghu Mitra (Co-founder & VP Engineering) sit down to unpack how AI is transforming Agentic Data Management (ADM) and modern data engineering. They share real, first-hand insights on: 1. How AI fits into today’s data engineering and analytics stacks 2. The role of ADM in building reliable, s...

🚀 Data Forward: Building Reliable Data Systems in the Age of AI In this episode, Joe Murphy, Principal Architect at Acceldata sits down with Jay Sivasamy, Principal, Enterprise Data & AI at Workday to explore how enterprises can build trustworthy, reliable data systems in today’s AI-driven world. They dive into: 🔹 Evolving Frameworks: From ETL scripts to AI-ready pipelines 🔹 Trust & Gov...

In this episode of Data Forward, host Amy Kyleen Lute talks with Mahesh Kumar, CMO at Acceldata, about the findings of the new AI Readiness Benchmark Report - based on responses from 150+ data leaders at large enterprises. Mahesh shares why AI readiness is critical, how organizations can measure their preparedness, and the risks when data foundations lag. On this podcast you will learn: -The key m...

In this episode of Data Forward, Ramon Chen, CPO of Acceldata talks with Matthew Cox, CDO at Fusable, about turning data into a true enterprise asset. They cover how Fusable unifies siloed data, ensures trust and quality with observability and lineage, and prepares for the next wave of AI innovation. Key Takeaways -Unify Data to Unlock Insights – How Fusable delivers value by creating a single, tr...

In this special episode of Data Forward , Vivek Singh sits down with Chandrakant “Chandra” Sharma — Acceldata’s Global Field CTO and VP of Field Engineering — for a candid, practical conversation on how the world’s largest enterprises are modernizing their data platforms. Chandra shares proven, real-world strategies for: Simplifying complex, fragmented data stacks Avoiding vendor lock-in while con...

In this episode, Ramon Chen sits down with industry veteran Dan Power to explore the evolution of data governance, quality, and management in the age of AI. From foundational lessons at Dun & Bradstreet to regulatory pressures in financial services, Dan shares what it takes to build trusted, scalable data practices—and where AI fits into the picture. Key Takeaways: - Data Products Need Discipl...

What does it actually take to prepare your enterprise data for the next wave of Agentic AI? In this special episode recorded live at Autonomous 25, Acceldata’s product marketing leader, Sonam Jain talks with Supratibh Srivastava, Principal Sales for ML Startups at AWS, about how companies are building a strong foundation for GenAI and agentic systems. You’ll learn: How data silos, poor governance,...

In this episode of Data Forward, Acceldata CPO Ramon Chen chats with Bob Evans, founder of Cloud Wars, about how cloud giants are shifting from product-focused strategies to customer-led innovation. They explore the evolving role of data, AI, and cross-cloud partnerships—and what it means for the future of enterprise tech.

In this episode of Data Forward, Ashwin Rajeev (CTO & Co-Founder, Acceldata) talks with Adnan Khan, Managing Director of Data & AI Services (EMEA) at Accenture, about modernizing enterprise data in the age of AI. Adnan shares insights from 20+ years at Accenture—exploring how regulated industries, legacy systems, and organizational culture shape innovation. From balancing foundational syst...

In this episode of Data Forward, Chief Product Officer Raman Chen sits down with Tarik El Mansouri, a seasoned Chief Data Officer and digital transformation leader, to explore what it takes to build trustworthy, AI-ready data foundations in today’s enterprise. From coining the term "Proactive Data Quality" to championing Master Data Management and data observability at global organizations like Sc...

In this episode, Kaycee Lai, Founder of Promethium, joins host Ramon to discuss building data fabrics and products. They explore challenges in creating Instant Data Fabrics, with examples from National Grid, Quest Diagnostics, and Comcast. The conversation covers the synergy between Data Observability and data fabrics, plus best practices for starting a data fabric journey and insights on AI and G...

In this episode of Data Forward, Rohit and Prakul Sharma, a partner at Deloitte leading the data and AI practice, discuss the evolving role of AI in data management and governance. The conversation explores how AI is reshaping data strategies, from enhancing data governance to enabling more seamless integrations and automations. Prakul also shares insights into the evolving role of the Chief Data...

In this episode of Data Forward, Acceldata’s co-founders, Rohit Choudhary (CEO), Ashwin Rajeev (CTO), and Raghu Mitra (VP of Engineering), discuss how AI and cloud transformation have reshaped engineering. They highlight how these shifts boost productivity, streamline software development, and evolve the role of engineers in driving success. 3 Key Takeaways: - AI and Cloud Revolutionizing Engineer...

In this episode Gabriel Charvat, VP Data Quality Insights explores how Dun & Bradstreet, the ultimate data products company, is modernizing operational data quality. He provides tips on best practices and how they have leveraged innovative technologies like Data Observability to replace legacy tools. Taking data quality to the next level by shifting left, speeding time to onboarding new data s...

Merv Adrian, former Gartner analyst, BARC Fellow and CEO of IT Market Strategy joins Data Forward to discuss how organizations can prepare their data for AI innovation. Drawing on insights from a comprehensive survey of 335 AI leaders, Merv shares what distinguishes "High Readiness" companies, the critical role of data observability in ensuring trustworthy AI, and the essential steps to address ob...

This episode dives into the future of data management, exploring next-gen architectures, cloud-native vs hybrid strategies, the role of data observability, and AI integration. We discuss how enterprises can effectively manage unstructured data, prepare for evolving architectures, and navigate the challenges of modern data systems.

In this Data Forward episode, we dive into the visionary insights of Malcolm Hawker, Chief Data Officer at Profisee and host of the popular CDO Matters podcast. Malcolm shares his transformative ideas on data management, including a fresh take on building customer-centric data organizations, stressing the importance of bold structural changes and the unique role product managers can play within da...

Industry luminary Ray Wang joins Data Forward to discuss how the breathtaking evolution in technology and innovation is impacting data management and AI.