The AI Data Pipeline for Security and DevOps
Observo is the easy-to-use AI-native platform for organizations overwhelmed by telemetry data. It turns noisy streams into high-value insights using agentic AI—reducing data volumes up to twice as effectively as rules-based, legacy pipelines like Cribl.
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Why teams choose Observo AI
Easy to use pipelines
Drag-and-drop interface, guided by agentic AI, makes it easy for anyone to deploy a pipeline and get value fast—no deep expertise required. Save time, cut costs, and surface insights faster.
AI-native, not bolted on
Observo AI was built from the ground up around powerful machine learning and LLMs. Our models are trained on your actual telemetry—not just documentation—so you get smarter, more accurate results over time.
Twice the data optimization
Our AI continuously discovers patterns that human-authored rules miss. It adapts automatically as your data changes—so you don’t need to tune filters or manage packs every time something shifts.
Why Security Teams Are Switching to AI-native Pipelines
Data volumes are outpacing manual management
Security teams using traditional pipelines report spending 40% of their time maintaining packs, writing custom filters, and updating rules as data
The intelligence vs. control balance is shifting
Modern teams want adaptive intelligence that learns from their environment while preserving the ability to customize when needed. Rule-based systems require expert-level knowledge and constant manual tuning to maintain effectiveness. AI-powered platforms provide smart recommendations and pattern recognition while letting teams maintain full control over critical routing decisions.
Performance gaps are driving platform decisions
Enterprise security teams prioritize measurable outcomes over established market presence. Organizations switching from rule-based to AI-native pipelines report achieving 80% data reduction versus 40% with traditional approaches—while dramatically reducing the professional services overhead required to maintain complex configurations.
Why Security Teams Are Choosing
Observo AI
Cribl
Faster time to value
Hundreds of built-in integrations for sources and destinations. No manual rule writing, complex filters, or pack maintenance—just quick setup and faster results from day one.
Observo
Cribl
Anomaly detection in the stream
Detects anomalies in real time—before data enters your SIEM—so high-risk events can be prioritized immediately and noisy traffic can be filtered upstream.
Observo
Cribl
Twice the data optimization
Uses advanced AI/ML to identify noisy patterns and summarize repetitive events. Delivers up to 80% volume reduction—twice that of traditional rules-based pipelines.
Observo
Cribl
Proactive optimization recommendations
Machine learning analyzes live data streams to suggest which logs can be filtered or routed—improving efficiency without constant manual tuning or rule creation.
Observo
Cribl
Data Insights
Live dashboard shows how data moves through the pipeline—track volume trends, source-to-destination flow, optimization rates, and misrouted or anomalous events across environments.
Observo
Cribl
AI-native pipeline
Built from the ground up with ML and LLMs to understand security and DevOps telemetry. Not bolted-on AI—Observo pipelines act intelligently via natural language commands.
Observo
Cribl
Prioritize critical alerts for faster MTTR
Applies sentiment scoring and threat correlation upstream to reduce alert fatigue and surface real threats first—helping analysts cut MTTR by 40% or more.
Observo
Cribl
Automated PII detection and masking
Detects and masks sensitive information. Uses pattern recognition to discover all sensitive data, even if it’s not where you’d expect it to be.
Partial
Masks at the field level only
Observo
Cribl
Partial
Masks at the field level only
Agentic AI data assistant
Simplifies the creation and management of pipelines with natural language commands, takes action on pipelines to automate data engineering tasks.
Partial
Generative AI guide
to technical documentation
Observo
Cribl
Partial
Generative AI guide
to technical documentation
Dynamic field-level optimization
Identifies high-cardinality fields, unused keys, and redundant values to recommend what to drop or summarize.
Partial
Field drops supported, but not AI-recommended
Observo
Cribl
Partial
Field drops supported, but not AI-recommended
Award-winning innovation that makes security and DevOps better
Observo AI has been recognized as a category-defining leader for helping teams focus on detecting and resolving real threats—not managing data chaos or staffing up to operate complex systems.
2025 Fortress Cybersecurity Award
Best Product
2025 Cybersecurity Excellence Awards
Best AI Security Solution
2025 Cybersecurity Excellence Awards
Most Innovative Cybersecurity Company
2025 Cybersecurity Excellence Awards
Best Cybersecurity Startup
Observo AI helped us solve a problem most security teams have today - rapidly growing data. They helped us dramatically optimize security event logs and made it easier to prioritize alerts and resolve incidents.
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Observo AI has reconceived the concept of security and telemetry data pipelines. Leveraging AI, they dramatically change the equation of exponential data growth, saving money, and making security teams far more effective. It's an indispensable tool for the modern SoC platform.
Observo AI has pioneered an advanced application of AI. By performing anomaly detection before data is indexed, they can significantly reduce data volumes, get more insights from analytics platforms, and maximize the productivity of DevOps and Security teams.
Security operations & DevOps is hard, and the explosion of telemetry data is making it even harder. Observo AI is the best way I’ve seen to control that data, save money on processing and storage costs, and deliver improved results. Their use of AI to tame the data problem is truly innovative.
We considered several solutions to help us get control of our rapidly growing observability data. Observo AI was by far the easiest to deploy and gave us twice the benefit of data reduction of other tools in the market.
Observo AI is redefining Observability by optimizing and enriching data using AI. Observo AI seamlessly integrated into our environment. Their approach of performing anomaly detection in the stream is the gold standard for reducing data volumes, getting faster insights, and making DevOps teams more efficient.
See the Observo AI Data Pipeline in action.
Request a personalized demo to see how Observo AI can help you.
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