SPARK Matrix™: Behavioral biometrics and device intelligence solutions

The 2026 SPARK Matrix™ for Behavioral Biometrics and Device Intelligence by QKS Group provides an in-depth assessment of a market that continues to play a critical role in the fight against increasingly sophisticated fraud. As fraudsters leverage AI, social engineering, and advanced evasion techniques, behavioral and device intelligence have become essential tools for identifying risk, protecting customers, and reducing friction across digital journeys.

Access this independent analyst report to discover:

• How financial institutions are adapting to emerging fraud threats including scams, account takeover, synthetic identities, and AI-enabled attacks that evade legacy defenses

• Why behavioral and device intelligence have become foundational components of modern fraud prevention strategies

• Which vendors are leading the market and how they compare in delivering technology excellence, innovation, and measurable customer impact