NeuBird AI unveils Falcon and FalconClaw, an autonomous production operations agent, paired with a $19.3 million funding round to scale its platform.

The Falcon agent is designed to prevent issues before alerts fire, perform automated root-cause analysis and remediation, and save engineers time by optimizing operations—promising over 200 hours of engineering time saved per month.

NeuBird AI positions Falcon as a next-generation engine delivering predictive risk detection and infrastructure cost optimization, expanding beyond incident resolution into proactive control.

Founders Gou Rao and Vinod Jayaraman, previously behind Portworx and Ocarina Networks, are joined by Venkat Ramakrishnan as President and COO to bolster leadership and credibility.

The rollout includes a downloadable 2026 report, a demo booking, a free trial, webinar registration, and ongoing social updates.

An Advanced Context Map provides a real-time view of infrastructure dependencies and blast radius to help identify root causes and understand failure propagation.

The map, combined with Preventive Risk Insights, surfaces recurring risks and systemic weaknesses to prevent issues before they impact operations.

Executives emphasize accelerating AI adoption with context-rich, explainable decisions and shifting from reactive incident management to proactive, preventive operations.

A 2026 State of Production Reliability and AI Adoption report notes 83% of organizations use four or more tools during live incidents, with incidents consuming about 40% of engineers' time and significant alert fatigue.

The same report highlights a divide: 74% of CFOs/CEOs believe AI is used for incidents, yet only 39% of on-call engineers agree, underscoring a gap between leadership expectations and frontline reality.

NeuBird AI earned AWS Generative AI Competency and joined the AWS Generative AI Accelerator, plus the Microsoft for Startups Pegasus Program, signaling growing cloud partnerships.

Key features include Preventive Risk Insights, the Advanced Context Map for real-time health and dependencies, NeuBird Desktop for CLI-triggered actions, and a preview of FalconClaw as an enterprise-grade OpenClaw-compatible skills hub.