AIOps & Network Observability
AIOps and network observability: NOC practice, event correlation, outage detection, network digital twins and the platforms behind them.
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10 most recent-
ThousandEyes adds agent-driven investigation and recommended remediation actions
Cisco ThousandEyes released Actions, bringing together correlated incidents, agent-driven investigation and Deep Reasoning, recommended actions, and visibility into the evidence behind each conclusion. The experience-first approach uses degradation in the Wireless Successful Connections Experience Metric to identify when user experience is being affected for supported wireless incidents.
Why it matters Transitions ThousandEyes from alert-centric to action-centric incident response, enabling correlated investigation and validated recommendations for network operations teams through agentic automation.
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LogicMonitor claims 80% alert noise cut with agentic AIOps
LogicMonitor's LM Envision platform helps IT teams eliminate alert storms, enrich events with AI context, and automate issue resolution, claiming 65% faster incident resolution and 80% reduction in alert noise. Platform unifies network, infrastructure, and cloud observability with embedded agentic AIOps.
Why it matters Cloud monitoring delivers more value when environments share the same observability context, giving teams clearer troubleshooting, cost management, and support for AI-assisted operations—critical for hybrid NOC consolidation.
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OpenTelemetry maps its instrumentation ecosystem from SDKs to Collector
OpenTelemetry blog post documenting the components and breadth of OTel instrumentation: APIs, SDKs, semantic conventions, the OTLP protocol, and tools like the Collector. Explains how instrumentation actually observes system behavior in production.
Why it matters Network ops engineers choosing OTel for network telemetry need to understand which instrumentation layer (automatic vs. manual, agent vs. collector gateway) fits their NOC observability strategy.
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AWS adds AI investigation for CloudTrail and journald log collection
AWS announced new observability capabilities: AI-powered investigation for CloudTrail, native journald log collection, new pipeline processors for GeoIP and RDS, and OpenTelemetry-based telemetry expansion across services (HealthOmics, WorkSpaces, MSK). CloudWatch Container Insights now supports fractional GPU scheduling.
Why it matters Network ops teams using AWS for hybrid networks and multi-cloud need visibility into how AWS is embedding OTel natively and expanding CloudTrail/CloudWatch signal collection—key for correlated incident investigation across infrastructure layers.
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Forward Networks ships digital twin pre-change validation
Forward Networks announced general availability of Forward Predict, a capability that validates proposed network changes against a mathematically accurate digital twin before production deployment. Early customers in financial services, media, and tech have used it to reduce change risk and accelerate delivery.
Why it matters Operationalizes network digital twins for change validation and autonomous networking with deterministic evidence—eliminating the gap between AI speed and operational safety in network operations.
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Datadog summit gathers teams running AI systems in production
Datadog hosted a one-day summit in San Francisco featuring speakers from Anthropic, Riot Games, Figma, and Cognition discussing how to scale observability end-to-end and operate AI systems in production.
Why it matters Reflects market consensus on observability's critical role in AI operations; provides practitioners with real-world case studies on instrumenting agentic workflows and managing AI-driven infrastructure complexity at scale.
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AI-Powered Observability in Cloud-Native DevOps: LSTM-Based Anomaly Detection for Kubernetes Microservices
Researchers introduce an LSTM autoencoder-based AI observability framework integrated with Prometheus-Grafana for anomaly detection in Kubernetes microservice environments, addressing the gap where traditional rule-based monitoring is insufficient for modern cloud-native architectures.
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NETSCOUT Named Leader in GigaOm 2026 Network Observability Radar for AI-Driven Enterprise Networks
NETSCOUT achieved leader and outperformer status in the 2026 GigaOm Radar for Network Observability, recognized for maturity and platform play functionality delivering results for enterprises with complex networks. The leadership position reflects end-to-end visibility architecture and native AI integration across the solution set.
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ServiceNow AI Control Tower August & September 2026 Release: New Observability and Governance Features
ServiceNow released major updates to AI Control Tower for August and September 2026, introducing expanded observability into AI agent behavior at runtime, enhanced governance across all AI asset types, and real-time visibility into how agents reason and make decisions. The update integrates Traceloop acquisition to deliver continuous AI agent monitoring.
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Exaforce Expands Beyond the SOC Into AI Security: Runtime Visibility and Control of AI Agents and Applications
Exaforce expanded its AI security platform beyond traditional SOC operations to cover runtime visibility and control of AI agents and applications. The platform introduces agentless discovery, threat containment, usage monitoring, and an agent kill switch, extending earlier Claude Compliance API integration to support OpenAI, Gemini, and Microsoft Copilot models.
Coverage history
67 earlier storiesSeptember 2026 6
- Sep 18Datadog Launches Monocle: Unified Real-Time Metrics Storage Engine Written in RustInfoQ
- Sep 16Exaforce Launches AI Security to Detect and Shut Down Rogue AI Agents in ProductionSiliconANGLE
- Sep 15Datadog Monetizes AI-Agent Observability at Scale; Thousands of Customers Adopting CapabilityYahoo Finance
- Sep 15Honeycomb at LDX3 NYC: AI-Native Observability for Agents and Distributed SystemsHoneycomb Events
- Sep 4Honeycomb Donates Adaptive Tail Sampling Processor to OpenTelemetry CollectorHoneycomb Blog
- Sep 4LogicMonitor Survey: Five Key Observability & AI Trends Drive Shift to Autonomous IT in 2026LogicMonitor Blog
August 2026 8
- Aug 31AI Governance Confidence Gap: 86% of IT Leaders Say They Can Govern AI, But Only 30% Have Written PoliciesAPMdigest
- Aug 29Honeycomb Publishes August 26 Webinar and Observability Engineering 2nd Edition with AI/LLM FocusHoneycomb
- Aug 28Temporal Releases 2026 State of Development Report: AI Agent Observability Adoption Surges 71% Year-Over-YearTemporal
- Aug 13ServiceNow Expands Autonomous Security with AI-Native Detection and ResponseMSSP Alert
- Aug 10OpenObserve v0.92.0 Released: Synthetic Monitoring and Agentic AI ObservabilityGitHub - OpenObserve
- Aug 7AI Observability Market Projected to Hit $20.52 Billion by 2035 as Enterprise AI Governance and MLOps Adoption AccelerateSNS Insider via Globe Newswire
- Aug 2Alibaba Cloud Launches AI Agent Observability Update; Agentic AI Moves from Demo to ProductionBoston Institute of Analytics
- Aug 2Dynatrace Launches Autonomous SRE Agent with ServiceNow Integration; AI SRE Agents Mature Beyond TriageNerd Level Tech
July 2026 34
- Jul 30groundcover Raises $100M Series C to Build Observability Platform for AI EraBusiness Wire
- Jul 30CNCF Announces Observability Summit Europe 2026: AI, MCP, and OpenTelemetry FocusCNCF
- Jul 29Exaforce Launches ExaGo, Industry's First AI Voice-Powered Mobile AI SOC AppBusiness Wire
- Jul 28Dynatrace Brings Autonomous Operations to Enterprise AI—Announces Autonomous Agents for Incident Triage, Remediation, and No-Code Custom Agent CreationBusiness Wire
- Jul 25ServiceNow Q2 FY 2026 Earnings: AI Control Tower Adoption and Agentic AI in Production Drive 24% YoY Revenue GrowthFuturum Research
- Jul 17Chronosphere Temporal Knowledge Graph Powers AI Agents in ObservabilityComputerWeekly
- Jul 17ServiceNow ITOM AIOps Workshops 2026: Zero Outage Operations TrainingServiceNow Community
- Jul 16SREs to AI agents: Prove yourself before you touch productionThe Register
- Jul 11Dynatrace Release Radar 05.26: AI Coding Agent Observability and Atlassian Rovo IntegrationDynatrace
- Jul 11IDC White Paper: Adopting Modern Observability—Establishing Resiliency with IT OperationsIDC / Global IT Research
- Jul 9Observe Inc. Raises $145M Series B to Launch Project Voyager AI-Powered Observability PlatformTechFundingNews
- Jul 7How to Evaluate an AI SOC Platform in 2026: 6 Capabilities That Separate Leaders from Bolt-On AI SolutionsThe Hacker News
- Jul 6Artificial Intelligence for Information Technology Operations (AIOps) for Financial Services Global Market Report 2026Globe Newswire
- Jul 6The Blueprint for AI-Powered IT Operations and Observability SuccessDevSecOps Now
- Jul 6Honeycomb Intelligence: The Future of Observability in an AI-Native WorldHeadline
- Jul 5LogicMonitor Leverages Edwin AI and Elevate 2026 to Drive Autonomous IT and Revenue GrowthTipRanks
- Jul 5Artificial Intelligence for Information Technology Operations (AIOps) for Financial Services Global Market Report 2026Globe Newswire
- Jul 5Dynatrace AI agents draw on new observability integrationsTechTarget
- Jul 5What's new in Observability at Build 2026Microsoft Community Hub
- Jul 4Dynatrace observability meets NVIDIA AI-Q: Smarter, safer Agentic AIDynatrace
- Jul 3New Relic Announces Autopilot and Ground Truth for Agentic AI-First OperationsNew Relic
- Jul 3ServiceNow Positions as AIOps Leader with Expanded Autonomous Workforce at Knowledge 2026ServiceNow Newsroom
- Jul 3Honeycomb GA Metrics and MCP Integrations for Agent-Native ObservabilityHoneycomb
- Jul 3Palo Alto Networks Completes $3.35B Chronosphere Acquisition for Observability-Driven AI SecurityPalo Alto Networks
- Jul 3Exaforce Achieves AWS Security and AI Competencies Validating Agentic SOC OperationsExaforce
- Jul 3Datadog Launches Bits AI SRE Next Generation with Faster Reasoning and Broader Data AccessDatadog
- Jul 2Honeycomb Releases Second Edition of Bestseller Observability Engineering to Redefine the Practice for an AI WorldHoneycomb Blog
- Jul 2ServiceNow Expands AI Control Tower with Multi-Cloud Discovery, Runtime Observability, and AI Agent GovernanceServiceNow Newsroom
- Jul 2Exaforce Raises $125M Series B to Automate Security Operations with Agentic AI Detection and ResponseTechCrunch
- Jul 2Chronosphere Launches AI-Guided Troubleshooting with Temporal Knowledge Graph to Reduce False Positive AI RecommendationsVentureBeat
- Jul 2Gartner Renames AIOps Category to Event Intelligence Solutions, Reflecting Market Maturation Beyond Alert Noise ReductionAugment Code
- Jul 2Selector Raises $32M and Launches AI-Powered Multi-Cloud Observability Closing Network-to-Cloud Visibility GapSelector Blog
- Jul 2IBM: AIOps Observability Practice—Combining AI Capabilities with Observability Strategy to Automate IT OperationsIBM Think
- Jul 2OpsPilot: Practical AIOps in 2026 Achieves Manual Work Reduction Without Enterprise Complexity Using OpenTelemetry DataOpsPilot Blog
June 2026 19
- Jun 30LogicMonitor Advances Autonomous IT with No Blind Spots, Trusted AI, and Closed-Loop ActionLogicMonitor Blog
- Jun 30Last9 Recognized in Gartner Cool Vendor Report for Unified Telemetry and Agentic SDKLast9 Blog
- Jun 29New Relic Champions Reliable AI-Generated Code and AI Observability Solutions at New Relic Now 2026New Relic
- Jun 29New Relic Now June 2026 Round-Up: Autopilot and Ground Truth LaunchNew Relic
- Jun 23Exaforce Achieves AWS Security and AI Competencies, Validating Agentic SOCCB Insights
- Jun 23AI Observability Drives Enterprise Trust SystemsAI Bucket
- Jun 21Honeycomb Releases Second Edition of Observability Engineering to Redefine Practice for AI WorldPRNewswire
- Jun 20Honeycomb Releases Second Edition of Observability Engineering to Redefine the Practice for an AI WorldHoneycomb / PRNewswire
- Jun 20ServiceNow Expands Agentic AI Workflow Ecosystem With Wipro, Digimarc, and HPE PartnershipsYahoo Finance
- Jun 19LogicMonitor Publishes AI Workload Observability as Critical ITOps PriorityLogicMonitor Blog
- Jun 19New Relic Launches AI Coding Observability Open-Source FeatureFutureCIO
- Jun 19Dynatrace AI-Guided Troubleshooting Enters Limited Availability with Explainable AI FocusVentureBeat
- Jun 19New Relic Expands Azure and GitHub Marketplace Integrations at Microsoft Build 2026Windows Forum
- Jun 15Elastic brings AI-driven incident investigation to Kubernetes with agentic workflow and MCP-based observability skillsHelp Net Security
- Jun 14Atlassian integrates Honeycomb, Coralogix, and Lansweeper into Jira Service Management for AIOps workflowsAtlassian Blog
- Jun 14ServiceNow expands Autonomous Workforce with AIOps and SRE specialists launching June 2026ServiceNow Newsroom
- Jun 12IBM and ServiceNow Expand Collaboration to Unlock Enterprise Data for AI at ScaleIBM Newsroom
- Jun 11The Next Evolution of AIOps: From Event Intelligence to Operational KnowledgeVitria
- Jun 11What the 2026 Latio Security Operations Market Report Gets Right About the AI SOCExaforce