NeuBird AI, creator of the autonomous Production Ops Agent, announced support for virtual private cloud and isolated and regulated environments, including air-gapped deployments, completing the agent’s coverage of every major enterprise deployment model. The platform now runs on-premises, in a VPC, the cloud, hybrid topologies and isolated and regulated environments, and gives engineers complete flexibility in how they engage, including through a web app, desktop app, terminal or alerts delivered into the communication channels they already use. According to the 2026 State of Production Reliability and AI Adoption Report, 83% of teams navigate between four or more tools during a live incident. NeuBird AI is designed to work alongside a customer’s existing tech stack and workflows, eliminating time-consuming context switching and manual investigation while delivering insights and recommended remediations directly to teams.

“Whatever the environment or workflow, organizations need a reliable way to keep production ops up while eliminating the 2 am wakeup and allowing their engineers to refocus on their roadmap,” said Gou Rao, co-founder and CEO, NeuBird AI. “NeuBird AI is delivering autonomous incident intelligence directly into existing IT, SRE and DevOps workflows so teams can resolve issues faster and prevent the next incident.”

NeuBird AI Introduces New Model for Production Operations

NeuBird AI is a platform of specialized agents that deliver continuous predictive intelligence across cloud, on-premises and hybrid systems, so teams can prevent issues before they impact services, resolve incidents in minutes and continuously optimize all aspects of their production operations. Expanding beyond an alert system or dashboard, the platform’s specialized agents work across the operational lifecycle to:

• Prevent issues by catching degradation 30 to 60 minutes before it becomes an incident, completely avoiding the 2 am page and allowing leaders to carry a prevention posture into the boardroom instead of a recovery story.
• Resolve incidents autonomously with a 2-minute RCA at 94% accuracy and resolution in under 3 minutes. The platform autonomously investigates every incident in real time, identifies root cause and guides teams to resolution with clear, evidence-based insights.
• Operate production environments efficiently, continuously optimizing costs, running fixes and capturing knowledge to enhance future investigations.

Customers using NeuBird AI recover over 200 engineering hours per month, cut incident costs by over 60% and reduce P1 war rooms by 80%.

NeuBird AI Gives Companies Complete Flexibility to Deploy Agent Wherever Production Environments Are Running

Enterprise production environments are becoming increasingly complex and distributed, spanning on-premises data centers, cloud platforms and hybrid architectures. NeuBird AI supports multiple deployment models, continuously scanning production operations regardless of where the enterprise is running:

• On-premises for teams that keep production inside their own data centers.
• Virtual Private Cloud for full isolation, with data that never leaves the customer's environment.
• Cloud for teams needing speed and elasticity.
• Hybrid infrastructures spanning more than one environment.
• Isolated and regulated environments for the most sensitive and tightly controlled workloads.

The NeuBird AI platform is SOC 2 Type II certified, zero storage and read-only by design. All agent actions are orchestrated within predefined guardrails and a human-in-the-loop, providing complete visibility and a full audit trail for every action.

NeuBird AI Seamlessly Integrates into Existing SRE, DevOps and IT Ops Workflows

NeuBird AI works alongside existing workflows without requiring wholesale changes to tooling or process. Regardless of where teams choose to work, NeuBird AI always delivers investigations and answers grounded in the real-time context of the production environment. Engineers can access insights and updates in the same channels they already work in:

• Terminal access for engineers who prefer to work within the command line.
• Local tool access allows engineers to take NeuBird AI remediation steps and run them using their existing tools like AWS CLI.
• Web app for administrative configuration, granular access controls and operational business metrics.
• Mac and Windows desktop app for a dedicated, always-on workspace.

Customers can deploy the platform in minutes and connect it to their existing stack using over 50 pre-built integrations at roughly 10% of the cost of alternative solutions, with no per-log-line or ingestion fees.

“Keeping production running can't come with conditions. It shouldn’t matter whether a company runs on-prem, in the cloud, in a hybrid setup or in a tightly regulated environment, nor how an engineer prefers to work,” said Venkat Ramakrishnan, President and COO, NeuBird AI. “NeuBird AI’s production ops agent handles the incident so when engineers do choose to engage, it meets them on whatever surface they want: the terminal, the web, the desktop or their own channels. And all the knowledge it builds stays inside the customer’s own environment.”