What Prevalent AI does

Prevalent AI is a UK-based, private cybersecurity software company founded in 2017 and headquartered in London, operating as Prevalent AI Limited. The company builds an Exposure Management platform powered by a proprietary Security Data Fabric, which ingests data from cloud, SaaS, and on-premise sources, normalizes it via AI-powered entity resolution, and represents the customer's digital estate as a single unified Knowledge Graph. On top of this data layer, the platform identifies attack surfaces, prioritizes risks, and streamlines remediation, with additional modules including Navigator (a Gen AI assistant for natural-language querying), Prevalent AI Studio (AI-powered integrations), Continuous Controls Monitoring aligned with 100+ frameworks such as NIST and ISO 27001, and the DataBridge connector tool. The company also offers tailored AI Solutions services covering Security Analysts, Data Engineers, and Security Data Scientists.

The company sells exclusively to large global enterprises and targets them through a consultative, demo-driven enterprise field-sales motion with no publicly disclosed pricing. Its revenue model is recurring enterprise subscription licensing. Customer logos are not publicly disclosed, and the company is a member of the ISTARI Collective, a curated network of cyber companies and experts; it also founded the Managed Security Forum in the UK. Co-founders Paul Stokes (CEO), Arun Raj (COO), Andy France, and Iain Lobban lead the business alongside a full executive bench including VPs of Architecture, Engineering, and Client Solutions, an SVP of Global Sales, and a Chief People Officer / Chief of Staff.

The product cadence through 2025-2026 has been heavy, with the Navigator Mobile app launched in May 2025 and both Prevalent AI Studio and Prevalent AI CCM launched on 2026-03-02, expanding the platform from exposure management into integration tooling and continuous compliance. The company does not disclose revenue, funding rounds, customer counts, or specific headcount figures despite a firmographic range of 101-250 employees, and its operating geography is documented as EMEA with stated intent to serve global enterprises.

Name

Prevalent AI

Legal name

Prevalent AI Limited

Website

https://prevalent.ai

Company type

Private

Founded year

2017

Operating status

Operating

Headcount range

101–250 employees

Short description

Prevalent AI is a London-based cybersecurity software company that sells a Security Data Fabric and Exposure Management platform to global enterprises, using AI-powered entity resolution and a unified Knowledge Graph to prioritize cyber risk across disparate tools and data sources.

Ownership category

akta.pro rank

Product category

Cybersecurity Exposure Management

NAICS

Software Publishers (5132)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH)

akta.pro secondary industries

AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF), Audit, Explainability & Accountability Tooling (traceability, reporting) (HDAAAKAL)

Keywords

• Security data fabric
• Exposure management
• Cyber risk analytics
• Continuous controls monitoring
• AI security platform

Headquarters

HQ city

London

HQ country

United Kingdom

HQ region

Europe

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Operations

Revenue model

1. Exposure Management Platform: Prevalent AI provides exposure management and security data fabric solutions, likely through enterprise licensing arrangements with organizations requiring comprehensive cyber risk management capabilities.

Go-to-market motion1 record

Distribution channels1 record

Marketing channels3 records

Core offering

Prevalent AI builds an AI-powered Security Data Fabric platform that ingests, normalizes, and entity-resolves disparate security data into a unified Knowledge Graph, on top of which it delivers Exposure Management capabilities that identify attack surfaces, prioritize risks, and streamline remediation. The offering is sold as a unified platform to large enterprises via a demo-led consultative sales motion, with add-on modules including a Gen AI assistant (Navigator), Continuous Controls Monitoring (CCM), DataBridge integrations, and Prevalent AI Studio for building integrations.

Product overview

Prevalent AI offers a unified Exposure Management platform built on a Security Data Fabric with integrated AI capabilities. The core architecture consists of the Security Data Fabric (the foundational data infrastructure that ingests, normalizes, and entity-resolves all data into a Knowledge Graph) and Exposure Management (the AI-powered risk management layer that identifies attack surfaces, prioritizes risks, and streamlines remediation). The platform is enhanced by Navigator (Gen AI assistant for natural language querying of the Knowledge Graph), Prevalent AI Studio (AI-powered integrations platform), CCM (Continuous Controls Monitoring), and DataBridge (data connection tool). AI Solutions services provide expert configuration and ongoing support. The platform applies advanced Data Science techniques to cybersecurity, combining tradecraft principles with AI/ML for complete Exposure Management.

Differentiator

Problem solved

Functional benefit

Products and services

• Security Data Fabric AI-powered data integration platform that automates the ingestion, normalization, and entity resolution of complex and disparate security data into a single unified Knowledge Graph. Designed for large enterprises seeking to consolidate security telemetry from cloud, SaaS, and on-premise sources.
• Exposure Management AI-powered risk-based solution that identifies every attack surface, contextualizes and prioritizes risk findings, and streamlines remediation of exposures across the enterprise estate. Built for CISOs and security teams at large organizations.
• Prevalent AI CCM (Continuous Controls Monitoring) AI-powered Continuous Controls Monitoring solution delivering full automated visibility into the security control environment with compliance dashboards and AI-powered remediation suggestions. Aligned with 100+ frameworks including NIST and ISO 27001.
• Prevalent AI Studio AI-powered integrations platform that unifies data from hundreds of enterprise tools into a clean, contextualized security Knowledge Graph. Features Any Connect for rapidly building new integrations using prompts and uses generative AI to map, transform, and entity-resolve data.
• Navigator Generative AI assistant that allows users to query and extract actionable, accurate insights from the Knowledge Graph through a natural language chat interface powered by clean, deduplicated data.
• Navigator Mobile Mobile application extension of the Navigator Gen AI assistant that brings AI-powered cybersecurity intelligence to mobile devices, allowing users to ask complex questions, analyze vulnerabilities, and stay on top of risks via a simple chat interface with personalized, real-time insights.
• DataBridge Tool for rapidly connecting to any new data source, whether cloud, SaaS, or on-premise, enabling seamless integration into the Security Data Fabric without additional agents or complex implementation.
• AI Solutions Tailored AI services designed to bring harmony to chaotic data environments, comprising Security Analysts for cyber requirements, Data Engineers for data infrastructure, and Security Data Scientists for building analytics and applications.

Segments1 record

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability8 records

Feature7 records

Partnerships

One partnership is on record.

• ISTARIcoreStrategic or Co-development PartnerPrevalent AI is a proud member of the ISTARI Collective, a curated network of cyber companies and experts aiming to create a digitally resilient future for businesses. Together, they provide clients with a holistic suite of capabilities and services to improve cyber resilience.

Scale indicators3 records

Recent moves5 records

Expansion highlights5 records

Direct peers

• Tenable: Tenable is the legacy leader in vulnerability and exposure management (Nessus, Tenable One). It competes head-on with Prevalent AI's Exposure Management platform for enterprise security buyers prioritising attack-surface visibility.
• Rapid7: Rapid7's InsightConnect and exposure analytics suite target the same enterprise security buyers with vulnerability prioritisation and remediation workflows, overlapping directly with Prevalent AI's risk-prioritisation thesis.
• Axonius: Axonius is a cybersecurity asset management platform that aggregates data from hundreds of tools to give a unified view of assets and exposures — closely analogous to Prevalent AI's Security Data Fabric and Knowledge Graph.
• JupiterOne: JupiterOne builds a cyber asset attack-surface graph by ingesting data from cloud, identity, and security tools, directly mirroring Prevalent AI's Knowledge Graph entity-resolution approach.
• Panaseer: Panaseer offers a Continuous Controls Monitoring platform aligned with frameworks like NIST and ISO 27001 — a near-direct competitor to Prevalent AI CCM and the broader data-fabric exposure story for large enterprises.
• Balbix: Balbix uses AI to quantify cyber risk and prioritise vulnerabilities across the attack surface, competing with Prevalent AI on AI-driven exposure prioritisation and remediation guidance.

Broad incumbents

• Wiz: Wiz is a fast-growing cloud security platform now extending into data security posture and exposure management under broad incumbent reach. It overlaps with Prevalent AI on cloud attack-surface context and is part of the competitive set for enterprise security buyers.
• CrowdStrike: CrowdStrike's Falcon platform includes exposure management and incident response modules (explicitly referenced in Prevalent's own marketing), positioning it as a broad incumbent that can bundle data-fabric-style functionality into an existing endpoint security relationship.
• Palo Alto Networks (Cortex XSIAM): Palo Alto's Cortex XSIAM is a broad security operations and exposure platform with deep enterprise distribution. It represents the type of bundled incumbent offering that can absorb specialised exposure-management vendors.

Emerging players

• SecurityScorecard: SecurityScorecard provides external attack-surface monitoring and ratings, overlapping with the attack-surface prioritisation elements of Prevalent AI's Exposure Management platform — particularly for third-party and supply-chain risk use cases.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat3 records

Key risks6 records

Key highlights6 records

Customer concentration

Revenue estimate

Valuation estimate

Number of profiles

Profiles10 records

Funding overview

Funding rounds1 record

Investors1 record

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Prevalent AI