Resource Library
Learn from the best in production ops.
Research reports, eBooks, demos, customer stories, and solution briefs on agentic AI, autonomous incident response, and modern SRE.
AI SRE Agents for Hybrid Cloud Incident Response: A Decision-Factor Guide
Evaluate AI SRE agents for hybrid cloud incident response with 4 decision factors: automation depth, deployment model, investigation quality, and fit.
Evaluate the Agentic Operations Center→How to Implement Change Intelligence Across Your Deployments
Implement change intelligence across deployments: capture change events, correlate them with telemetry, and surface root cause fast.
Explore the Production Ops Agent→How to Measure the ROI of Autonomous Production Operations
Measure ROI of autonomous production operations: baseline incident cost, reclaimed hours, downtime avoided, and the ingestion bill you skip.
Open the ROI calculator→Change Intelligence: Why Most Production Incidents Trace Back to a Change
Change intelligence connects production changes to production health so incidents can be attributed to the right mutation with auditable evidence. Learn the sources, methodology, and metrics that make change correlation defensible.
See how NeuBird correlates change to incidents→Cloud Cost as a Reliability Signal: Integrating FinOps and SRE Through Agentic Production Ops
How to treat cloud spend as a corroborating operational signal alongside golden signals and SLOs, uniting FinOps and SRE inside a guarded, cost-aware reliability loop run by NeuBird.
See how NeuBird correlates signals in production→Top 25 Autonomous Ops Platforms, Observability Dashboards & AI Copilots
Autonomous ops platform vs observability dashboard vs AI copilot: 25 tools compared on autonomy, telemetry depth, RCA, and deployment.
Schedule a demo→How to Implement AI-Driven Root Cause Analysis
Implement AI-driven root cause analysis in 5 steps: connect your stack, scope services, run with approval gates, validate, then widen autonomy.
Request a Demo→What to Look for in 24x7 Autonomous Operations from an Agentic Operations Center
24x7 autonomous operations evaluation guide: criteria, comparison tables, and lifecycle checks for choosing an Agentic Operations Center.
Explore the platform→How to Correlate Signals Across Your Entire Tech Stack
Correlate signals across your tech stack: join keys, parallel querying, and how to move from scattered alerts to one root cause.
See Autonomous Root Cause in Action→Evaluating NeuBird for Alert Fatigue and Noise Reduction in IT Ops
Evaluate NeuBird on alert fatigue and noise reduction: upstream signal fixes vs downstream correlation, plus a scorecard for IT Ops teams.
Compare approaches to alert fatigue→How to Implement Change Intelligence Across Your Deployments
Implement change intelligence across deployments: correlate every deploy, config, and infra change with production health to find root cause fast.
See how NeuBird correlates change across deployments→Mean Time to Resolve: Measuring & Reducing MTTR
Mean time to resolve, defined precisely: the four MTTR metrics, how to instrument each phase, and how reducing PagerDuty noise with AI agents cuts the timeline.
Explore the platform→AI SRE Platform Features to Look For
The AI SRE platform features to look for: autonomous action, causal-chain RCA, multi-source reasoning, in-environment deployment, and token-efficient cost.
What is an Agentic Operations Center?→Evaluating an Agentic Operations Center for Multi-Cloud & Hybrid IT Operations
Evaluate an Agentic Operations Center for multi-cloud and hybrid IT ops: deployment, autonomy, data sovereignty, and cross-cloud reasoning criteria.
Explore the platform→How to Cut Alert Noise by 90 Percent for On-Call Teams
How to cut alert noise by 90 percent for on-call teams: dedup, correlate, and fix signals at the source without missing real incidents.
See how NeuBird reduces alert noise→The Economics of Autonomous Production Ops
The economics of autonomous production ops come down to context engineering, not model size: token economics, the operations gap, and autonomy you can afford.
Download the Whitepaper→Root Cause Analysis for Microservices Architecture
Root cause analysis for microservices architecture: correlate metrics, distributed traces, logs, and deployment events across service boundaries to find the true source fast. Start here.
See Autonomous RCA in Action→How to Implement Change Intelligence Across Your Deployments
Implement change intelligence across deployments: correlate deploys, config, and telemetry to answer which change caused an incident.
See how NeuBird correlates change with production→AI SRE Tools That Integrate With Datadog and PagerDuty
PagerDuty AI SRE explained: which AI SRE tools integrate with Datadog and PagerDuty, integration depth tiers, what to verify, and how to evaluate connectors.
See how NeuBird connects to your stack→How to Integrate an Autonomous Ops Agent in 2026
Learn how to integrate an autonomous ops agent with Datadog, PagerDuty, ServiceNow, Splunk, and CloudWatch, without replacing your existing SRE workflows. Start today.
Request a Demo→2026 State of Production Reliability and AI Adoption
Survey findings from 1,000+ SRE, DevOps, and IT operations professionals examining incident response challenges and AI adoption gaps in production environments. The report surfaces critical statistics on alert suppression, undetected incidents, and the real cost of operational failures.
Download the Report→How Bedrock Analytics Resolves Incidents Faster, With No Dedicated Ops Team
This customer story shows how Bedrock Analytics uses NeuBird to resolve production incidents faster without a dedicated operations team, achieving rapid incident response through autonomous AI-driven investigation.
Watch on YouTube→How DeepHealth Delivers Faster Innovation with NeuBird
DeepHealth, a healthcare AI company, leverages NeuBird to accelerate engineering velocity and reduce operational burden. By automating incident investigation and response, engineers spend less time firefighting and more time building.
Watch on YouTube→Agentic AI for Modern SRE Ops
This ebook explores how agentic AI can shorten incident response through autonomous investigation and root cause analysis, with root cause in under 5 minutes. It addresses how modern SRE teams can move beyond reactive alert management to proactive reliability engineering.
Get Your Copy→AI in Observability: The Context Gap Limiting Trust and Action
A Techstrong Research report examining why enterprises hesitate to adopt AI-driven operations. The study reveals gaps in operational context, alert fatigue challenges, and a growing preference for human-in-the-loop AI remediation. Context engineering emerges as the foundational requirement for trusted AI in production.
Download the Report→The Practical Guide to Autonomous Production Operations on AWS
A guide addressing how AI can transform incident response in AWS environments using Amazon Bedrock. Explores shifting from reactive firefighting to autonomous systems that investigate, triage, and respond across unified AWS telemetry signals.
Download the Ebook→Automated Incident Response of 4xx HTTP Errors on Azure
A demo video showing NeuBird automatically detecting, investigating, and staging a response to 4xx HTTP errors on Azure, with a human approving the fix. The demo illustrates how the platform correlates Azure Monitor telemetry to identify root causes in minutes.
Watch Demo→Configure the NeuBird MCP Server With Claude Code
A walkthrough video demonstrating how to configure the NeuBird MCP server using Claude Code to bring live production context and governed operations into your development environment.
Watch Demo→Guide to AWS Cost Optimization
A comprehensive whitepaper identifying the largest sources of AWS cloud waste across compute, storage, and Kubernetes, showing how teams can achieve 15–30% compute savings and up to 40% storage cost reduction using over 50 ready-to-run prompts.
Download the Guide→The Production Ops Agent: Agentic Operations for Enterprise IT
A product overview video introducing NeuBird's Production Ops Agent for enterprise IT. Covers how it autonomously investigates and resolves production incidents across cloud and on-premises infrastructure, with human approval on every action.
Watch Overview→NeuBird Key Demos
A collection of NeuBird product demos showcasing the platform's agentic incident investigation, root cause analysis, Kubernetes troubleshooting, and autonomous remediation capabilities across AWS and Azure environments.
Watch on YouTube→Kubernetes Incident Investigation with AI SRE
NeuBird automates Kubernetes incident investigation across clusters, logs, and metrics, finding root cause in under 5 minutes at 94% accuracy. The platform connects to 50+ integrations and deploys in under an hour.
Book a Demo→NeuBird for AWS 2 Minute Product Overview
Learn how NeuBird helps AWS teams prevent incidents, resolve root causes faster, and continuously optimize cloud operations — in two minutes.
Download Overview→NeuBird for Azure 2 Minute Product Overview
Learn how NeuBird helps Azure teams prevent incidents, resolve root causes faster, and continuously optimize cloud operations — in two minutes.
Download Overview→NeuBird Azure Solution Brief
Transform Azure operations with NeuBird. Prevent incidents, accelerate root cause analysis, and continuously optimize performance and cost.
Download Solutions Brief→NeuBird Financial Services Solution Brief
Learn how financial services organizations use agentic AI to reduce MTTR, improve resilience, and strengthen operational reliability.
Download Solutions Brief→NeuBird On-Call in 1 Minute
A 1-minute video demonstrating how NeuBird handles on-call incident response, from alert pickup through investigation to a staged fix, before anyone is paged.
Watch on YouTube→NeuBird Product Brief
Autonomous incident resolution with NeuBird helps IT and SRE teams reduce MTTR and reclaim troubleshooting time.
Download Product Brief→NeuBird AWS Solution Brief
Transform AWS operations with AI that prevents incidents, accelerates root cause analysis, and continuously optimizes performance and cost.
Download Solution Brief→NeuBird AWS Detailed Solutions Brief
Prevent, resolve, and operate AWS environments with AI. Analyze telemetry, uncover root causes, and improve reliability in minutes.
Download Solutions Brief→NeuBird Azure Detailed Solutions Brief
Transform Azure operations with NeuBird. Prevent incidents, accelerate root cause analysis, and continuously optimize performance and cost.
Download Solutions Brief→Model Rocket Customer Success
Learn how AWS customer Model Rocket transformed their cloud operations with the Production Ops Agent, achieving faster incident resolution and eliminating on-call toil.
Download Case Study→Why Production Operations are Breaking
See where AI delivers real value for automated root cause analysis — an infographic on the patterns breaking modern production operations.
Download Infographic→AI Driven AWS Database Operations
Learn how AI modernizes AWS database operations beyond traditional monitoring — shifting from reactive DBA firefighting to proactive, autonomous database reliability.
Download the Whitepaper→2026 Gartner® Market Guide for AI Site Reliability Engineering Tooling
Organizations struggle to justify costs to adopt site reliability engineering practices to deliver on their reliability and resilience goals. Heads of I&O must strategically evaluate and invest in AI SRE tooling to lower cost of SRE adoption, meet operational demands and deliver effective reliability, efficient products, platforms and services.
Access the Gartner Market Guide→NeuBird for AWS
NeuBird, the Agentic Operations Center, autonomously correlates CloudWatch alerts and observability data to find root cause in under 5 minutes at 94% accuracy, without replacing existing AWS tooling.
Book a Demo→How To Create Service Dependency Graphs
A demo showing how NeuBird automatically generates service dependency graphs and maps production service relationships from live telemetry, accelerating root cause analysis by surfacing upstream and downstream dependencies.
Watch Demo→Autonomous Operations for OpenShift
Deploy NeuBird in Red Hat OpenShift for automated Kubernetes incident management, Operator health monitoring, and container orchestration insights.
Learn More→NeuBird + PagerDuty
Automatically triage, diagnose, and resolve incidents routed through PagerDuty, enriching alerts with root cause context before your on-call engineer is paged.
Learn More→