Built natively into theCribl Platform, they enable organizations to operationalize Al within their data management workflows while preparing telemetry for Al tools.
The challenge
Telemetry growth continues to outpace the people, time, and expertise available to manage it. Teams are buried in burdensome tasks - from finding an elusive log to navigating pipelines, queries, and configurations - while sensitive data can quietly move downstream and increasingly complex environments become harder to manage. At the same time, Al initiatives are raising the bar: telemetry data must be structured, governed, accessible, and usable at machine scale or Al amplifies cost, noise, and risk instead of improving operations. Many telemetry architectures were built for manual, analyst-driven workflows, not Al-driven workloads, making it harder to scale investigations, control cost, and preserve governance as environments grow more complex.
The solution
Cribl's platform is powered by an Al-first data engine that enables organizations to collect, process, manage, and analyze IT and security telemetry. Cribl Al is a force multiplier that helps teams accomplish more while staying in control, applying intelligence across the telemetry lifecycle - from collection, routing, and optimization to analysis, investigation, and retention - so teams can turn raw telemetry into operational value faster.
Cribl Al helps handle both the routine and the complex: finding what matters in data, creating and editing pipelines and queries, uncovering sensitive data in motion, and guiding teams through difficult operational environments. It also helps organizations build an Al-ready telemetry foundation with cleaner and normalized data, governance and policy controls, elastic architecture for Al-scale workloads, and richer context across operational systems. It is intentionally open, flexible, and customer-controlled, including support for bring your own model and MCP-based access so customers can use Al on their own terms without giving up the native product experience.
Cribl Al makes it easy to:
DETECT AND MITIGATE SENSITIVE DATA IN MOTION
Use Cribl Guard background detection to uncover previously unknown sensitive data in live telemetry streams before it creates privacy, security, or compliance risks, and then use Al-powered guidance that recommends the best next steps for remediation.
BUILD PIPELINES AND QUERIES USING NATURAL LANGUAGE
Al-assisted workflows enable users to create and modify pipelines, queries, and configurations using natural language, reducing onboarding time and minimizing reliance on specialized expertise.
AUTOMATICALLY STRUCTURE DATA AT INGEST
Al-powered parsing and normalization to automatically structure telemetry ingested into Lakehouse, accelerating search performance and optimizing costs.
CREATE CUSTOM DATA FLOWS EFFICIENTLY
Vibe code custom applications that give your team tailored data views, organizational context, and a unified foundation that partner agents can easily use.
INVESTIGATE FASTER WITH Al-ASSISTED SEARCH
Cribl Search combines ingest, storage, and Al-assisted investigation workflows to help teams move from question to answer faster with less manual effort.
COLLABORATE MORE EFFECTIVELY WITH NOTEBOOKS
Cribl Notebooks help teams document findings, guide investigations, and create more explainable, repeatable workflows that are easier to share and hand off.
ENRICH INVESTIGATIONS WITH HUMAN AND MACHINE CONTEXT
Combine machine telemetry with human context from tools like Jira, Git, ServiceNow, the web, and thousands of additional sources via Cribl's MCP to improve explainability and accelerate investigations.
TURN TELEMETRY INTO VISUAL INSIGHTS
Use Al to make custom visualizations to make trends, anomalies, and relationships easier to understand and communicate.
GET ANSWERS FASTER WITH CRIBL COPILOT
Use the Cribl Copilot chatbot to troubleshoot issues, answer questions, accelerate workflows, and improve Git hygiene with auto-generated summaries and commit messages.
USE YOUR PREFERRED MODEL
Bring Your Own Model (BYOM) allows organizations to power Cribl Al capabilities using their own approved Al backends to meet privacy, compliance, residency, and governance requirements while maximizing existing Al investments.
CONNECT AI AGENTS THROUGH MCP
Cribl's MCP server provides a standardized way for your Al clients and agents to interact with your CribI environment.
BUILD AN Al-READY TELEMETRY FOUNDATION
Prepare telemetry for your Al agents and tools with clean and normalized data, governance controls, and architecture designed to support Al-scale access patterns and analysis.
Cribl AI
accelerated workflows + sensitive data protection Al-assisted investigations + Al-ready telemetry foundation = increased operational efficiency and faster time to value
