Denodo provides a logical data management platform that helps enterprises access and use information across multiple sources without having to move it into a centralized repository. Its technology delivers real-time data with business context and governance, helping organizations support analytics, automation, and increasingly sophisticated AI applications. The company is expanding its platform with agentic AI capabilities designed to help intelligent systems reason and act across different data environments. Pulse 2.0 interviewed Denodo SVP and CMO Ravi Shankar to learn more about the company’s technology, its approach to enterprise data management, and its vision for the future of agentic AI.
Ravi Shankar’s Background
When asked about his background, Shankar shared:
I am an AI-forward revenue and go-to-market executive with over two decades of experience at the intersection of data, analytics, and enterprise software.
Over the course of my career, I have held senior leadership roles at companies such as Informatica and Oracle, building and scaling go-to-market strategies for data-driven platforms.
Experience working in startups, mid-sized firms, and large enterprises, with the acumen to drive transformation to the next stage, has shaped my leadership approach.
Today, I am recognized as a thought leader and global speaker, particularly in the area of Agentic AI, where I focus on how enterprises can operationalize intelligent, autonomous systems powered by real-time, governed data.
Leadership Responsibilities
When asked about his primary responsibilities at Denodo, Shankar explained:
As SVP and CMO at Denodo, I lead the company’s global marketing organization, spanning brand strategy, demand generation, field and partner marketing, analyst relations, and corporate communications.
My responsibilities are closely aligned with scaling Denodo’s leadership in logical data management and positioning the company at the forefront of AI and Agentic AI innovation.
Over the last 11 years, I have helped build and scale a globally distributed marketing organization while working closely with product, sales, and customer teams to translate technology innovation into clear business value for customers worldwide.
Favorite Memory
When asked about his favorite memory working for the company, Shankar highlighted Denodo’s international expansion:
One of the most rewarding aspects of my journey at Denodo has been witnessing the company’s extraordinary growth over the past 11 years.
We have expanded from operating in just three countries to more than 20 countries globally. Our marketing organization alone has grown nearly tenfold and now spans 15 countries.
During this period, Denodo has significantly elevated its brand, earning recognition from leading analyst firms, including being positioned in the Gartner Magic Quadrant for 10 consecutive years, with six years as a Leader.
Equally meaningful has been our rapid growth among Fortune 500 and Global 2000 customers worldwide.
Core Products And Features
When asked about Denodo’s core products and features, Shankar detailed:
Denodo provides a logical data management platform that helps organizations access and use data across all sources without moving it.
At a high level, we enable enterprises to get live, real-time data, the right data with business context, and governed data with built-in guardrails.
This foundation is critical for Agentic AI, where intelligent agents rely on fresh, contextual, and trusted data to make decisions.
Denodo ensures these agents can operate with confidence, enabling faster insights, smarter automation, and more responsive business operations across hybrid and multi-cloud environments.
Navigating Industry Challenges
When asked about recent industry challenges and how Denodo has addressed them, Shankar explained:
One of the biggest challenges in our sector is helping organizations manage fragmented data environments while adopting AI at scale.
Many enterprises struggle with silos, governance concerns, and performance requirements.
Our approach has been to enable Agentic AI by delivering real-time, context-rich, and governed data that autonomous agents can trust and act upon with confidence.
This ensures AI initiatives move from experimentation to production. Education, close customer collaboration, and continuous innovation have been key to overcoming these challenges.
How The Technology Has Evolved
When asked how Denodo’s technology has evolved since launching, Shankar said:
Since its inception, Denodo’s technology has evolved from data virtualization into a comprehensive logical data management platform.
We have steadily added enterprise-grade performance, security, and governance capabilities.
Today, we are extending this foundation with Agentic AI capabilities, including innovations like the Deep Research agent and Conversational BI agent.
These capabilities enable a true multi-domain agentic enterprise, where intelligent systems can reason, interact, and act across data domains to drive smarter automation and decision-making at scale.
Key Company Milestones
When asked about some of Denodo’s most significant milestones, Shankar highlighted:
A major recent milestone is the release of Denodo 9.5, which introduced an enterprise knowledge graph to provide active context, metric views, and enhanced reasoning ability within the Denodo AI Data Layer.
These innovations position Denodo as a leader in AI-ready data delivery.
We have also received industry recognition, including multiple 2026 Globee Awards, and continue to be recognized by leading analyst firms.
In parallel, Denodo has emerged as a thought leader in Agentic AI, with consistent coverage in Tier-1 global media, reflecting both our technology leadership and market influence.
Customer Success Stories
When asked to share specific customer success stories, Shankar discussed how organizations across several industries are using Denodo:
Denodo customers across industries are achieving meaningful outcomes with data and AI.
A sovereign wealth fund used Denodo to unify highly distributed data sources, enabling faster and more informed investment decisions.
A global high-tech company leveraged Denodo to accelerate innovation and improve time-to-market by creating a unified data layer.
Bayer has used Denodo to integrate data across research and operational systems, improving decision-making and efficiency.
In each case, real-time, governed data access served as the foundation for scalable analytics and AI initiatives.
Funding And Revenue Metrics
When asked whether Denodo could discuss funding or revenue metrics, Shankar shared:
As a privately held company, Denodo does not publicly disclose detailed funding or revenue metrics.
That said, we continue to experience strong, consistent global growth driven by enterprise demand for modern data architectures and AI-ready platforms.
Our expanding customer base across industries and regions reflects the increasing strategic importance of trusted, real-time data as organizations scale analytics and Agentic AI initiatives.
Total Addressable Market
When asked about the total addressable market Denodo is pursuing, Shankar explained:
Denodo operates in a large and rapidly growing market spanning data integration, data management, analytics, and AI data infrastructure.
As Agentic AI adoption accelerates, enterprises increasingly need live data with rich context and embedded guardrails to support autonomous decision-making.
This evolution significantly expands our total addressable market, as nearly every organization looks to enable intelligent automation across hybrid and multi-cloud environments using trusted, real-time data as the foundation.
Competitive Differentiation
When asked what differentiates Denodo from its competition, Shankar explained:
Denodo differentiates itself through its logical data management approach, which eliminates the need for costly and time-consuming data movement while delivering a unified, governed semantic layer across the enterprise.
In the era of Agentic AI, this becomes even more critical. Our platform ensures that autonomous systems are powered by real-time, context-rich, and trusted data.
According to our AI Trust Gap Report, 63% of organizations struggle to identify trustworthy data or prepare and integrate it for AI initiatives, what we refer to as the “relevance gap.”
Denodo directly addresses this gap by providing the right data, with context and governance, enabling organizations to confidently scale AI and Agentic AI initiatives.
Future Goals
When asked about Denodo’s future goals, Shankar said:
Denodo’s future is centered on Agentic AI. Our goal is to help enterprises evolve into agentic organizations that can sense, decide, and act in real time.
We will continue to invest in AI-driven capabilities, expand our global presence, and strengthen our ecosystem of partners.
By enabling customers to build intelligent agents and data-driven workflows at scale, we aim to redefine how organizations operate in an increasingly autonomous, AI-driven world.
The Shift Toward Agentic Enterprises
Shankar also emphasized the transition from traditional data-driven organizations toward autonomous enterprises:
One important topic is the shift from being data-driven to becoming truly agentic enterprises.
Denodo enables organizations to go beyond analytics by automating entire business processes using intelligent agents powered by real-time, governed data.
This means connecting insight directly to action across workflows, not just dashboards.
As companies embrace this transformation, Denodo is uniquely positioned to help them operationalize Agentic AI safely and at scale, with data serving as the trusted backbone for enterprise-wide automation.
