Startup NeuBird AI launched Falcon and FalconClaw, autonomous AI agents designed to prevent, detect, and fix software and infrastructure issues. The platform analyzes telemetry, logs, and alerts across cloud and hybrid environments to identify risks before failures occur. Falcon provides predictive intelligence and automated root-cause analysis, while FalconClaw enables automated remediation workflows. NeuBird aims to shift IT teams from reactive incident response to proactive incident avoidance. The company also announced $19.3 million in funding, with customers reporting reduced resolution times and improved operational efficiency.