Relyance AI unveils Data Journeys to redefine trust and visibility in the AI era

April 22, 2025
Built on an AI-native foundation, Data Journeys delivers complete and context-aware visibility into the vast and ever-changing enterprise data flow.

Relyance AI today announced Relyance AI Data Journeys (Data Journeys), a product that enables AI innovation while introducing the new standard for trust and governance in a world where data is perpetually in motion.

Built on an AI-native foundation, Data Journeys delivers complete and context-aware visibility into the vast and ever-changing enterprise data flow. Organizations can now establish robust AI governance frameworks and navigate complex global regulatory requirements with confidence, all while protecting their most sensitive data. 

“At the heart of AI’s progress lies a critical question: Are we building technologies that people can truly rely on? When transparency and explainability become guiding principles, we lay the groundwork for responsible AI that empowers, inspires, and meets the highest standards of transparency,” said Abhi Sharma, CEO and co-founder of Relyance AI. “For AI innovation to thrive and be embraced by society, it must move beyond being a 'black box' of data, sources, and queries—with the launch of Data Journeys, we’re providing transparency not as a feature but as a necessity for fairness, accountability, and trust for our customers.”

The Data Journeys platform tracks and enriches data with context and precision. Data Journeys delivers a panoramic view of the entire data ecosystem, mapping intricate interactions between services, applications, infrastructures, and processes without the professional services implementation requirements that legacy data governance solutions demand. 

What sets Data Journeys apart is its ability to surface the "why" behind data usage decisions. By showing how and why data is consumed, combined, and transformed, it directly addresses compliance and governance requirements, providing the essential context needed for responsible AI implementation. This approach empowers organizations with unprecedented control over their data and analysis infrastructure. The visual proof of data handling gives stakeholders and regulators confidence, ultimately building trust—the foundation of all successful customer relationships.

"The promise of AI comes with significant accountability for how data is used. After seeing Relyance AI Data Journeys, we immediately recognized its potential to revolutionize our approach to responsible AI development,” said Heather Allen, privacy officer and director of privacy management at CHG Healthcare. “The automated, context-aware data lineage capabilities would address our most pressing challenges. It represents exactly what we've been looking for to support our global AI governance framework."

Relyance AI is also introducing Relyance AI InHost, its new self-hosted deployment model catered to organizations with strict data sovereignty or security requirements. Customers now have the flexibility to choose between a traditional SaaS model and a self-hosted option that keeps all data, credentials, and network boundaries within their private cloud infrastructure.

"We're witnessing the convergence of privacy, AI governance, and data security," says Matt Murphy, partner at Menlo Ventures. "Traditional point solutions attempt to address data visibility in silos—fragmenting compliance, governance, and security at precisely the moment when AI adoption demands unified oversight. Relyance AI is solving the most critical component of this massive data ecosystem challenge. We're thrilled to partner with this exceptional team as they establish the new standard for trust and governance in a world where data is perpetually in motion."