Modern enterprises operate at unprecedented velocity. As systems grow more complex and interconnected across tools, teams, and domains, developing confidence in why failures or anomalies occur becomes increasingly difficult. Symptoms like long MTTR, war rooms, and toil aren't the root problem - they are the natural consequence of environments so complex that no single team or tool can fully understand how systems behave end-to-end without significant manual effort and coordination. Ciroos is an AI SRE Teammate that helps enterprise production operation teams act with confidence as complexity and change scale. By building trusted operational understanding across systems, tools, and teams - without centralizing data - Ciroos enables faster root cause clarity, fewer repeat incidents, expanded operational capacity, and reliability that compounds over time. Refer to <www.ciroos.ai> for more details.
Modern enterprises operate at unprecedented velocity. As systems grow more complex and interconnected across tools, teams, and domains, developing confidence in why failures or anomalies occur becomes increasingly difficult. Symptoms like long MTTR, war rooms, and toil aren't the root problem - they are the natural consequence of environments so complex that no single team or tool can fully understand how systems behave end-to-end without significant manual effort and coordination.
Ciroos is an AI SRE Teammate that helps enterprise production operation teams act with confidence as complexity and change scale. By building trusted operational understanding across systems, tools, and teams - without centralizing data - Ciroos enables faster root cause clarity, fewer repeat incidents, expanded operational capacity, and reliability that compounds over time. Unlike bespoke AIOps, workflow automation, or point solutions that rely on isolated signals and create cognitive overload, Ciroos is built to reason across enterprise complexity. Its federated, human-driven intelligence delivers trusted root cause understanding rapidly - forming the foundation for consistent outcomes today and safe, scalable automation as systems, teams, and change velocity continue to grow.
Key Capabilities:
Multi-Agent AI Platform: Specialized AI agents spanning Kubernetes, cloud, MELT (metrics, events, logs, traces), network, audit, and other domains.
Dynamic Knowledge Graph: Real-time understanding of your monitored environment with minimal cognitive load on human operators.
Signal Intelligence: Cut alert noise automatically on day one - proprietary correlation and grouping algorithms without the need to author rules. Policy engine for advanced use cases to govern investigation scope, cost, and other actions for autonomous reliability.
AI Reasoning Engine: First-principles analysis powered by patent-pending behavior patterns and dynamic investigation plans that adapt based on observations.
Ask Ciroos: Natural language queries for retrospective analysis, scenario planning, and proactive investigations.
Custom Runbooks and Tribal Knowledge: Upload runbooks and encode institutional knowledge using plain natural language.
Cross-Domain Causation Analysis: Surface insights that span knowledge silos and technical boundaries.
Operational Feedback Loop: Apply operational learnings back into the development cycle to improve reliability. For more information, visit <www.ciroos.ai>
Highlights
AI-powered investigations backed by rich reasoning: Ciroos correlates signals and performs causation analysis across domains to investigate alerts, presenting a rich set of artifacts to deepen understanding and reduce toil for human operators.
Signal Intelligence: Cut alert noise automatically on day one - proprietary correlation and grouping algorithms without the need to author rules. Policy engine for advanced use cases to govern investigation scope, cost, and other actions for autonomous reliability.
Integrate human context with Ciroos AI SRE Teammate: Leverage Ciroos' patent-pending behavior patterns technology to rapidly incorporate your team's institutional knowledge - giving you an AI Teammate with compounding benefits over time.
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Pricing is based on the duration and terms of your contract with the vendor. This entitles you to a specified quantity of use for the contract duration. If you choose not to renew or replace your contract before it ends, access to these entitlements will expire.
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This listing offers one pricing option, sold as a contract. You buy the AI SRE Teammate in units, which include Investigations, Alert Intelligence, and Queries. There are no separate tiers or add-ons to choose from. Pricing is not fixed on the table. Instead, you request a private offer to receive a custom quote based on your needs. This means the amount you pay is negotiated directly with the vendor rather than set at a public per-unit rate.
Top-of-mind questions for buyers
What does one unit of the AI SRE Teammate include?
Each unit bundles three capabilities: Investigations, Alert Intelligence, and Queries. Investigations trace root cause across your systems. Alert Intelligence analyzes and correlates raw telemetry to cut noise. Queries let you ask questions about your environment. All three are packaged together in the single unit you buy.
Does buying units require replacing my existing observability or ticketing tools?
No. The product connects to your existing observability tools, cloud platforms, ticketing systems, and collaboration channels using open standards. It reasons across your stack without centralizing your data or replacing what you already run. There is no rip-and-replace, so your current setup stays in place.
Do I need to add units or connectors to cover more of my stack?
The product traces failures across applications, infrastructure, cloud, network, and third-party dependencies as part of its cross-domain analysis. Coverage across domains is built into the units you purchase. For scope specific to your environment, request a private offer to discuss a custom quote with the vendor.
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For assistance, contact support@ciroos.ai. Contracted customers receive standard business support (9 AM - 5 PM Pacific, excluding weekends and public holidays). Extended 24/7/365 support is available as an add-on. Slack-based support is included for contracted customers.
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