Radiant Security’s Adaptive AI SOC Promises 100% Alert Coverage—and a Reset for Overloaded Analysts

In a cybersecurity world where overworked analysts triage thousands of false alarms daily, Radiant Security is betting it can flip the script. The San Francisco-based startup today launched what it claims is the industry’s first Adaptive AI SOC platform—an end-to-end automated system that dynamically investigates and responds to every alert, from any tool, without requiring human intervention until it matters.

The announcement arrives just weeks ahead of RSA 2025, where Radiant will unveil the platform to the broader security community. At the core of its pitch is a simple but bold promise: instant triage and remediation for all incoming alerts, with verified threats escalated and resolved in minutes—not days.

“This launch comes at a time when the industry needs real AI outcomes—not more detections, AI bolt-ons and noise,” said Shahar Ben-Hador, Radiant’s CEO and co-founder. “The one thing we kept hearing from our customers was the need for complete alert coverage.”

Radiant's platform sidesteps the “Agentic AI” trend—where security tools rely on narrow, pre-trained AI models—by offering a self-adaptive engine that doesn’t require tuning to new threat types or environments. Instead, it behaves like an expert analyst, researching each alert in context, assessing relevance, and suggesting remediation actions that can be executed with one click.

The product also tackles a notorious pain point in enterprise security: log management. While legacy SIEM platforms often bury customers in unpredictable pricing tied to log volume, Radiant flips the model. Its logs are stored directly in client-owned archives, like S3 buckets, and priced by use case and user count—not data ingestion rates.

“Security teams shouldn’t have to choose between visibility and affordability,” said Katie Mulligan, Head of Product at Radiant. “With Radiant’s integrated data lake, we’ve eliminated the traditional log management cost, giving customers unlimited retention, lightning-fast search, and full flexibility at a fraction of the cost.”

The move speaks to broader trends in the SOC market, where platform consolidation, AI-native tooling, and analyst empowerment are replacing traditional, siloed operations. Whether Radiant’s model can scale and deliver on its lofty claims will likely become clearer after its RSA debut, but the promise of a truly adaptive, fully automated SOC is exactly the kind of moonshot the industry’s been hoping for.