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Deductive AI

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What is Hyground?

Hyground acts as an AI-powered co-pilot tailored for DevOps and Site Reliability Engineering (SRE), providing a holistic operational intelligence platform that embeds itself within the customer’s Kubernetes environment while ensuring that no data is transmitted off-site. This advanced tool connects with more than 21 enterprise systems to evaluate incidents using diverse sources like logs, metrics, traces, and Kubernetes events. Engineers can ask questions in simple language and obtain insights that are customized to their unique datasets, which eliminates the necessity of learning complex query languages. The AutoRCA feature converts alert webhooks into independent root-cause analyses, sending notifications directly to platforms such as Slack or Teams. The investigation begins as soon as an alert is triggered, rather than waiting for an engineer's intervention, enabling clients to achieve reductions in mean time to resolution (MTTR) by as much as 85%. Utilizing Google’s Agent Development Kit, Hyground adopts a multi-agent framework that adapts by continuously learning from the customer’s infrastructure as it evolves. Each incident resolved contributes to the expanding knowledge base, ensuring that operational runbooks stay current and pertinent for upcoming challenges. Consequently, by promoting real-time insights and ongoing learning, Hyground significantly enhances the efficiency and effectiveness of teams in their operations. With this innovative approach, organizations can focus more on strategic initiatives rather than being bogged down by reactive troubleshooting.

What is Deductive AI?

Deductive AI represents a groundbreaking solution that revolutionizes how organizations tackle complex system failures. By effortlessly merging your complete codebase with telemetry data—including metrics, events, logs, and traces—it empowers teams to swiftly and accurately pinpoint the underlying causes of issues. This platform streamlines the debugging process, significantly reducing downtime while boosting overall system reliability. By integrating seamlessly with your codebase and existing observability tools, Deductive AI creates an extensive knowledge graph powered by a code-aware reasoning engine, diagnosing root problems like an experienced engineer would. It quickly constructs a knowledge graph with millions of nodes, unveiling complex relationships between the codebase and telemetry data. Additionally, it deploys various specialized AI agents that diligently search for, discover, and analyze subtle indicators of root causes scattered across all interconnected sources, ensuring a meticulous examination process. This high level of automation not only expedites troubleshooting but also equips teams with the ability to sustain elevated system performance and reliability. Ultimately, Deductive AI not only enhances problem-solving efficiency but also transforms the overall approach to system management within organizations.