Operations | Monitoring | ITSM | DevOps | Cloud

Do more with less. That’s the mandate we’re all hearing. AI has fundamentally changed how we work. Modern AI workloads generate 10-100x more queries than humans ever could, pushing legacy architectures past performance limits. And the audacity of it all? Legacy logging vendors continue to raise costs without delivering meaningful innovation. IT and security teams are still forced to choose between speed and retention. Investigations are still slow. Data onboarding is still painful.

Modern enterprises are generating more high-volume observability and security data than ever, which means the cost and complexity of getting analytics-ready data into Databricks are only growing. With the new Databricks Destination for Cribl Stream, organizations finally have a governed, scalable, and cost-efficient way to take full control of their data pipelines, accelerate AI-driven analytics, and unlock real business value from their Databricks investment.

As AI agents move from copilots to autonomous systems, they’re generating and consuming data at unprecedented scale. The result is a new kind of infrastructure pressure — one that’s quietly reshaping how organizations think about data, cost, and control. Across IT, Security, and Observability, leaders are realizing a hard truth: too much data is too costly.

In September, I wrote about how Cribl and Microsoft Fabric Real-Time Intelligence provide a powerful combination, unlocking new analytics capabilities for security and IT teams. I also said there was more to come… Today, Cribl is thrilled to announce a new Cribl Destination for Microsoft Fabric Real-Time Intelligence, marking another big step forward in our collaboration with Microsoft to make it much easier for Cribl customers to use Fabric.

As Chief Legal Officer, I’ve personally navigated the complex, ever-shifting landscape where privacy compliance meets rapidly evolving technologies. Whether it’s the sweeping reach of a law protecting personal data in the EU, the specific demands of a law giving California residents more control over their personal information, or the critical protections of a law safeguarding sensitive patient health information in the U.S., one challenge remains.

At Cribl, we’ve talked a lot about epochs. A moment in time when there was a before and after. AI, and specifically agentic AI, is an epoch. The way we work is going to forever change. There have been many such events in our lifetimes: the PC, the Internet, and the smartphone. AI will change how we work forever. Prior to the PC, there were people whose jobs were literally titled “computer”.

Investigations move fast. Data is messy. And today’s analysts are expected to connect the dots across massive datasets and various tools—while documenting every step and sharing results with stakeholders. What does that look like? A security investigation may involve 10 or more queries—each one filtering, transforming, and analyzing data from a different angle—duplicated across multiple browser tabs so nothing gets lost.

What happens when your data pipelines slow down, drop volume, or quietly change shape? Most monitoring tools won’t catch those shifts until it’s too late—when downstream systems are already impacted, dashboards are broken, or critical information is missing. That’s why we’re excited to introduce Cribl Insights, to give you real-time visibility into every part of your Cribl environment: data flows, operations, processing, user activity, configuration changes, and more.

Telemetry data is growing at an average of 29% a year — doubling costs every 18 months. That’s putting pressure on ITOps budgets, observability platforms, SecOps teams, and SIEM deployments alike. In this post, we’ll explore how unchecked data volumes, siloed tools, and aging architectures are creating a telemetry cost crunch that limits visibility, slows both troubleshooting and threat detection, and impacts business outcomes.

As a Co-founder and CPO at Cribl, I'm genuinely stoked that our new federal suite, Cribl.Cloud Government, has achieved an “In Process” designation under the Federal Risk and Authorization Management Program (FedRAMP). This isn’t any old milestone. We’re bringing all of Cribl’s kickass capabilities to government agencies, even those that require the strictest compliance and security standards. Because, who doesn’t love a good set of rules?