Enterprise AI is entering a new phase in which the challenge is no longer simply accessing more data, but understanding how information scattered across an organisation fits together. Prevalent AI is targeting that problem with a $22 million growth investment from Los Angeles based Integrity Growth Partners, giving the company fresh capital to expand its AI powered data platform and take its technology deeper into the enterprise market.
Turning fragmented enterprise data into intelligence
The investment represents the first primary capital Prevalent AI has raised since it was founded in 2017 by Paul Stokes and Arun Raj. The company plans to use the funding to accelerate sales, marketing, customer success and partnerships, while expanding its presence in the US.
Building a connected view of enterprise data
Prevalent AI develops technology designed to connect information spread across hundreds of enterprise systems and turn it into a continuously updated knowledge graph.
Rather than treating databases, applications and business systems as isolated sources of information, the platform maps the relationships between them. This creates a shared layer of context that can help organisations understand what data they have, where it resides, how systems are connected and where gaps or risks may exist.
The company describes this approach as a way of creating a more complete and continuously changing picture of an organisation.
That capability becomes increasingly important as enterprises add more software applications, cloud services, data platforms and automated systems. Without a connected understanding of those environments, organisations can struggle to determine which information is reliable, how different systems affect each other and what actions should be taken.
From cybersecurity to the wider enterprise
Prevalent AI initially developed its technology around cybersecurity.
Security teams routinely need to combine information from identity systems, security controls, applications, infrastructure and other data sources before they can assess risk. Fragmented information can make it difficult to understand the full picture and respond effectively.
The company’s platform was designed to provide that missing context by connecting disparate information and showing relationships between systems and assets.
Prevalent AI now sees an opportunity to extend the same model beyond cybersecurity as businesses increasingly adopt AI agents and automated decision making across different departments.
Preparing AI agents for enterprise complexity
The rise of AI agents is creating a new requirement for enterprise data. AI systems can generate answers and perform tasks, but their usefulness depends heavily on whether they can access accurate information and understand the context surrounding it.
Prevalent AI is positioning its knowledge graph as an underlying context layer for these systems.
Instead of allowing an AI agent to interpret individual pieces of information in isolation, the platform can provide relationships between systems, data and business processes. This could allow AI applications to make more informed decisions while operating across complex enterprise environments.
The company believes this approach can eventually support applications across risk management and other enterprise functions beyond its original cybersecurity focus.
Funding fuels US expansion
The $22 million investment from Integrity Growth Partners will help Prevalent AI build out its commercial organisation and accelerate expansion in the US.
The company plans to increase investment in sales and marketing while strengthening customer success and partnership operations. It also intends to expand its knowledge graph technology into broader risk and enterprise applications.
For Prevalent AI, the funding comes at a time when enterprises are moving from experimenting with AI to deploying increasingly autonomous systems. That shift is putting greater pressure on companies to make their data accessible, connected and understandable.
By building a continuously updated map of enterprise information and relationships, Prevalent AI is aiming to become part of the infrastructure that allows those AI systems to operate reliably.
The company’s broader ambition is to move from solving fragmented cybersecurity data problems to providing a common context layer for the increasingly AI driven enterprise.