Build a SaaS^? SOC^? automation layer that connects to existing security and IT systems, normalizes telemetry into a unified data foundation, and uses AI agents to triage alerts, analyze context, and recommend response actions. The product focuses on reducing alert noise, surfacing high-risk exposures, and automating repetitive analyst workflows while keeping humans in control of final decisions.

AI-native cybersecurity platforms and SOC^? agents are becoming a clear hiring priority, with companies explicitly building autonomous detection, response, and analyst-augmentation systems. Security teams need to cover more data without scaling headcount proportionally.