The Ultimate Guide to AIOps
A curated American edition of TechDay news, analysis, interviews, reviews, job moves, and related resources for AIOps.
What to know about AIOps
AIOps, or Artificial Intelligence for IT Operations, represents a transformative approach in managing and optimizing IT infrastructures by leveraging AI and machine learning. This domain is rapidly evolving, addressing complexities in network management, incident response, and cloud observability to enhance operational efficiency and reduce costs.
Recent developments cover a wide range of innovations, including AI-driven network automation, enhanced observability tools, scalable cloud platforms, and integrations with security solutions. Organisations across Asia-Pacific and globally are actively adopting AIOps technologies to streamline IT operations, improve service delivery, and tackle challenges posed by hybrid cloud environments and multicloud complexities.
Exploring the latest stories tagged with AIOps provides valuable insights into how businesses are harnessing AI to detect issues in real-time, automate routine tasks, and predict potential failures. Readers can learn about the strategic importance of AIOps in driving digital transformation, enabling proactive problem solving, and fostering resilient, intelligent IT ecosystems.
American AIOps News
Regional stories with direct local relevance
Constructive launches agentic-db for AI agents
Constructive launches open-source agentic-db, a Postgres schema for AI agents that adds persistent memory, search and tooling in one database.
AutoZone completes Google Cloud migration, eyes AI
AutoZone finishes Google Cloud shift and turns to Gemini Enterprise as retailer targets AI for monitoring, development and productivity.
Hapax launches AI platform to automate workplace tasks
Hapax expands beyond banks with AI platform that spots workplace bottlenecks and deploys task-specific workers, claiming 350 automations in beta.
Coralogix & Skyflow team up on secure observability
Coralogix and Skyflow partner to tokenise sensitive log data, balancing observability, privacy and AI-ready telemetry for global firms.
Palantir and Rackspace team up on governed AI cloud
Palantir and Rackspace are partnering to deliver governed AI cloud services, targeting regulated sectors needing strict data sovereignty.
Synergy: How AI agents and humans can play together in the same sandbox
Agentic AI is shifting automation from rigid rules to adaptive partners, as humans and AI learn to share data, decisions and the same sandbox.
Analyst Insights
Research and market analysis connected to AIOps
Digitate named a Leader in IDC's AIOps 2026 review
Kong launches Agent Gateway for multi-agent AI traffic
Extreme says Platform ONE cuts network costs by 32%
Gigamon eyes AI-led surge in network observability
Codenotary launches AgentX for Linux security automation
Featured News
Exclusive: Grafana Lab's Jen Villa on targeting the AI observability gap
Grafana Labs unveils new AI observability and CLI tools as enterprises grapple with monitoring and controlling production AI systems at GrafanaCON 2026.
Grafana: Turning data chaos into developer efficiency and CFO savings
Grafana leans on AI-powered observability and Adaptive Telemetry to sharpen developer insight while slashing cloud bills by up to 50%.
Expert Columns
Upgrade advantage: More value, less effort for partners, MSPs & MSSPs
HPE complete care service: Refocused for your AI advantage
Synergy: How AI agents and humans can play together in the same sandbox
From fantasy to function: Key considerations for building enterprise-ready AI agents
Gaining control: The human role in AI-driven automation
Interviews
Interviews and video coverage from the networkRecent AIOps News
Selector gains eight US patents for AI-driven observability
Selector secures eight US patents for AI-driven observability, spanning causal inference, LLM training, path tracing and predictive maintenance.
Coralogix secures sponsor for FedRAMP AI observability bid
Coralogix enlists US Federal Student Aid to sponsor its FedRAMP bid, targeting first-mover status in AI observability for federal buyers.
Gaining control: The human role in AI-driven automation
Many network owners fear AI automation may disrupt vital systems; experts urge human-centred control to ensure safety and trust in AI-driven operations.
Survey finds firms deploy AI agents before ready
Monte Carlo survey finds 64% of large-enterprise leaders and engineers pushed AI agents into use before readiness, exposing control gaps.
BlueCat expands AI tools for network operations
BlueCat widens AI suite for network operations with MCP Server preview and broader LiveAssist rollout across its Intelligent NetOps platform.
OpenObserve raises USD $10 million for Observability 3.0
OpenObserve wins USD $10 million backing to expand its Observability 3.0 platform, adding AI SRE and LLM monitoring for enterprise customers.
Virtana adds AWS Bedrock Guardrails support to AI Factory
Virtana expands AI Factory Observability with AWS Bedrock Guardrails support, giving security teams deeper insight into enterprise LLM behaviour and anomalies.
OpenAI launches Symphony for coding agent workflows
OpenAI unveils Symphony, an open-source spec that turns issue trackers into agent control planes and boosted landed pull requests by 500%.
DXC launches OASIS for AI-era managed services oversight
DXC unveils OASIS, a managed services model that uses AI agents and human oversight to give enterprises real-time control across legacy IT estates.
Ntt Data launches AI agent for multivendor IT estates
NTT DATA launches Software Defined Infrastructure Services Agent to help enterprises manage multivendor IT estates with natural language prompts.
Elastic adds Prometheus ingestion & PromQL in Kibana
Elastic brings native Prometheus ingestion and PromQL to Kibana in technical preview, aiming to simplify incident response for SREs.
Komodor to host AI SRE summit on ops & reliability
Komodor set to host AI SRE summit as cloud teams weigh practical gains from automation against added risk, cost and operational complexity.
IP Fabric launches MCP server for network operations
IP Fabric unveils a governed MCP server for network operations, aiming to let enterprises use AI safely for troubleshooting, compliance and change planning.
Datadog launches GPU Monitoring to cut AI compute costs
Datadog rolls out GPU Monitoring worldwide as AI teams race to rein in soaring compute bills and spot idle capacity across model workloads.
Google Cloud unveils agentic enterprise infrastructure tools
Google Cloud adds agentic AI infrastructure across compute, networking, data and sovereign deployment as it courts enterprise workloads.
Redgate survey says hybrid cloud is now long-term reality
Redgate survey finds 43% of firms view hybrid cloud as permanent, with security worries and stalled database moves making migration harder than planned.
Grafana Labs buys Logline to speed Loki log searches
Grafana Labs acquires Logline to turbocharge Loki's searches for rare log identifiers, cutting scan times from terabytes to gigabytes.
Google Cloud launches Gemini Enterprise Agent Platform
Google Cloud folds Vertex AI into Gemini Enterprise Agent Platform, adding governance and production tools as firms race to deploy secure AI agents.
Google Cloud expands Gemini Enterprise into AI agent hub
Google Cloud turns Gemini Enterprise into a single control point for developers and staff as it adds governance, no-code building and partner agents.
Companies spread AI across multiple models amid failures
Datadog says firms are spreading AI workloads across several models as production failures climb, with capacity limits emerging as a key bottleneck.