Cybersecurity startup Raven announced it raised $20 million to accelerate product development, expand in the U.S., and grow its engineering and research teams.

Founded in 2023, the company develops application security technology that addresses limitations of traditional vulnerability-based models as AI accelerates exploit development.

Raven's platform analyzes application behavior at runtime, monitoring internal execution paths to generate behavioral fingerprints. By comparing live activity against these fingerprints, the system detects deviations that may indicate malicious activity.

The process does not require code instrumentation or introduce performance overhead, allowing real-time protection within production environments.

Key capabilities include real-time detection and prevention of both known and unknown attacks based on behavioral anomalies rather than predefined signatures.

The seed funding round was led by Norwest Venture Partners LP, with participation from multiple venture firms and executives.

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