Perspectives
Real stories from the operations floor, technical deep dives into Sentinel AI, and honest perspectives on where autonomous operations is heading.
- VisionWhen the Agent Joins the War RoomThe third participant to speak on the severity-one bridge is not a person. It presents the first cited RCA, takes stakeholder questions, ...Read the vision →
- PerspectiveHow We Decide What to Publish as a NumberOur evidence policy, in public, including the part where we broke it last week. A number you cannot attribute to one deployment is worth ...Read the perspective →
- PerspectiveWhat an Action Ticket Is, and Why a Bank Signs OffFour parts, in a fixed order, every time. It is deliberately boring, and the boringness is the entire reason a regulated estate lets it ...Read the perspective →
- PerspectiveWhat We Will Not Automate, and WhyEvery vendor publishes a capability list. Almost none publishes a refusal list. This is ours, along with the rule that decides what goes ...Read the perspective →
- PerspectiveYour MTTR Is Mostly WaitingSplit your last ten incidents into detect, route, investigate, fix and verify. In most estates the fix is the smallest number on the ...Read the perspective →
- PerspectiveConfidence Scores Are the Wrong GateA model can be 99 percent certain and still be about to cause an outage. What decides whether an AI acts alone is the blast radius of the fix, not ...Read the perspective →
- PerspectiveDetect-and-Alert Is Dead: The Case for Autonomous AIOpsMost AIOps stops at the alert and hands a human the real work. Detection is one quarter of the job. Here is why the category is moving from "tell me what is wrong" to "fix it and show me."Read the perspective →
- AMS StrategyThe Next Chapter of AMS: Orchestration Across, Not Just Intelligence WithinAMS Strategy The Next Chapter of AMS: Orchestration Across, Not Just Intelligence Within Intelligent ticket triage and ML-based routing make the AMS desk faster - inside one platform. The work that defines AMS delivery in 2026 happens between platforms. Here is what that means, and what federated orchestration actually looks like in practice.Read the POV →
- StorytellingThe 3 AM Call Nobody Should Have to TakeSarah had been on-call for 11 days straight. At 3:17 AM, her pager fired again. This is the real cost of manual IT operations - and what it means when machines take the night shift instead.Read the story →
- Data & Analysis1.2 Million Alarms Per Hour: Why Your NOC Is Drowning (And It's Not Their Fault)The average NOC analyst processes 800+ alerts per day. 73% are false positives. This is not a people problem. It is an architecture problem - and the data tells the full story.Read the analysis →
- PerspectiveThe Governance Case for Autonomous AIOpsThe barrier to autonomous operations is not whether AI can act. It is whether we can trust it to. That makes governance the real product, and the a...Read the perspective →
- PerspectiveThe Future of the NOC in an Autonomous WorldThe network operations centre is not disappearing. It is moving up the value chain, from processing alarms by hand to supervising autonomous system...Read the perspective →
- PerspectiveWhy Agentic Ops Needs GuardrailsAn agent that can act is more useful and more dangerous than one that only advises. Guardrails are not what hold agentic operations back. They are ...Read the perspective →
- PerspectiveFrom Tickets to Autonomous ResolutionThe ticket queue is not a solution to incidents. It is a symptom of an operating model that assumes a human must handle every problem. The shift wo...Read the perspective →
- PerspectiveThe ROI of Autonomous Operations (for Executives)The return on autonomous operations is real but often mismeasured. For executives, the value shows up in engineer time reclaimed, downtime avoided,...Read the perspective →
- PerspectiveAlert Fatigue Is a Business Problem, Not a Tooling OneAlert fatigue gets treated as an annoyance to tune away. It is really a business problem: it burns out your best engineers, hides real incidents, a...Read the perspective →
- PerspectiveBuilding Trust in Autonomous AI DecisionsTrust in an autonomous system is not declared, it is earned. It comes from explainability, a track record, reversibility, and the freedom to start ...Read the perspective →
- PerspectiveWhy Modularity Wins in Enterprise Ops PlatformsEnterprises rarely have the appetite for a rip-and-replace of their operations stack. The platforms that win are modular: adoptable one domain at a...Read the perspective →
- PerspectiveThe Real Cost of Manual Incident ResponseThe cost of handling incidents by hand is far larger than the hours logged against them. Toil, burnout, slow resolution and opportunity cost add up...Read the perspective →
- PerspectiveAutonomous SecOps: Beyond SIEM and SOARSIEM detects and SOAR runs playbooks, but both still lean on human analysts and brittle scripts. Autonomous SecOps is the next step: reasoning abou...Read the perspective →
- PerspectiveWhy Platform Engineering Needs Autonomous ObservabilityPlatform teams are small, serve everyone, and cannot manually watch every service. Giving developers dashboards is not enough; the paved road has t...Read the perspective →