Middleware — AI Cloud Observability & Monitoring
Middleware is an AI-powered cloud observability platform for devops teams and engineering leaders
Middleware is a full-stack cloud observability platform that centralizes metrics, logs, and traces into a single dashboard. It is primarily built for engineering leaders and IT teams who need to monitor complex cloud environments and resolve system issues before they impact customers. By using an AI-native engine, Middleware identifies the root causes of infrastructure anomalies automatically, reducing the time developers spend on manual debugging. The platform provides a unified view of your entire tech stack, from containers and microservices to databases and cloud servers. Business owners benefit from higher system uptime and more efficient resource allocation across their 2026 digital infrastructure. Middleware includes a lightweight agent for installation, ensuring that data collection does not degrade application performance while providing real-time telemetry. Teams can leverage feature flags and granular filters to control exactly which data is ingested, helping to manage cloud costs effectively. The platform also offers automated alerts and predictive analytics to notify teams of potential bottlenecks. Verified on surfai.app, this tool simplifies the transition from reactive firefighting to proactive system maintenance for growing enterprises. Middleware offers a generous free tier for smaller projects, with scalable paid plans available for enterprises requiring advanced security and higher data volume limits.
- Pricing: freemium
Specifications
| Pricing | freemium |
|---|---|
| Integrations | AWS, Google Cloud Platform, Microsoft Azure, Kubernetes, Docker, Slack |
| Best for | engineering-managers, devops-teams, it-operations, ctos |
| Website status checked | 2026-10-20T18:01:37.371+00:00 |
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|---|---|---|---|
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