log-analytics
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Sumo Logic Spent 16 Years Making Logs Useful. Now It Wants AI to Do the Night Shift.
The cloud buried companies in machine data. Sumo Logic built a business out of making that mess searchable - and is now betting that clean telemetry, not a clever chatbot, is what makes an AI analyst useful.
Dynatrace Built a $2 Billion Answer Machine for When the Cloud Breaks
Most monitoring tools tell engineers that something is wrong. Dynatrace has spent 21 years - and is betting $915 million on Arize - trying to tell them what broke, why it matters, and what to do next.
Splunk Made Machine Data Searchable. Cisco Paid $28 Billion for What Comes Next.
The software started as a Google-like search box for baffling server logs. Two decades, 20,000 customers and one enormous acquisition later, Splunk is trying to make security and operations teams faster without making every byte take the expensive route through its index.
Coralogix Wants to Kill the Observability Tax - Without Throwing Away the Data
The $1.6 billion observability company made a contrarian bet: analyze telemetry before storage, leave the archive in the customer's cloud, and stop charging as if every log line deserves a penthouse. AI may turn that cost argument into infrastructure strategy.
The Search Engine That Learned Three Jobs
Elastic began with a recipe search problem. Today, the same engine retrieves context for AI agents, traces a failing service and helps a security analyst find the one alert that matters.