AI TOOL PROFILE
Middleware Review: Infrastructure Monitoring Software
- Software Development
- IT Infrastructure Monitoring
- Software companies
- Mid-market companies
- Enterprise companies
- DevOps and Operations teams
Pricing
Offers a Free Forever tier for up to 100GB of data. Pay As You Go pricing is $0.3 per GB of metrics, logs, and traces.
At a glance
- Best for
- Software companies, Mid-market companies, Enterprise companies, DevOps and Operations teams
- Key use cases
- Infrastructure Fault Detection, Log and Trace Analysis, Digital Experience Monitoring, Cloud Environment Visibility
- Integrations
- AWS, Azure, GCP, Kubernetes
- Official website
- Visit Middleware tools official website

How AI is used
Middleware is a full-stack observability platform designed to unify logs, metrics, and traces into a single timeline. It is built for development and operations teams managing cloud environments, providing visibility across infrastructure, databases, and user experiences.
The platform includes tools for Application Performance Monitoring (APM), Real User Monitoring (RUM), and synthetic testing. It also features OpsAI, an observability agent designed to help detect and resolve issues by analyzing data from traces and logs.
For teams with security requirements, the software supports compliance with HIPAA, GDPR, and SOC 2 Type II, and provides data encryption both in transit and at rest.
Buyers should confirm their data volume and retention requirements, as the free tier has monthly limits and a 14-day retention period compared to pay-as-you-go and enterprise plans.
Key Features
OpsAI Agent
An AI-powered agent that analyzes traces, RUM, and logs to help detect issues and support root cause analysis.
Full-Stack Observability
Provides integrated monitoring for infrastructure, logs, APM, databases, and containers.
Synthetic and Browser Monitoring
Supports synthetic monitoring checks and browser testing to monitor digital experiences.
Unified Telemetry Timeline
Consolidates metrics, logs, traces, and events into a single view in real time.
Observability Pipeline
Supports the collection, transformation, and routing of observability data from various sources.
Compliance and Security
Supports HIPAA, GDPR, and SOC 2 Type II standards with encryption at rest and in transit.
Use Cases
Infrastructure Fault Detection
Monitoring cloud environments to identify and respond to infrastructure failures.
Log and Trace Analysis
Analyzing application logs and distributed traces to identify the source of performance issues.
Digital Experience Monitoring
Using RUM and synthetic checks to monitor how end-users interact with an application.
Cloud Environment Visibility
Gaining a unified view of services across AWS, Azure, and Google Cloud Platform.
Integrations
- AWS
- Azure
- GCP
- Kubernetes
FAQ
Is Middleware free to use?
- Yes, there is a Free Forever tier that provides monthly limits for logs, metrics, and traces.
How does Middleware handle data security?
- Data is encrypted in transit and at rest, and the platform is designed to comply with HIPAA, GDPR, and SOC 2 Type II.
What are the pricing options for growing businesses?
- Beyond the free tier, Middleware offers a Pay As You Go model at $0.3 per GB and custom Enterprise pricing for on-premise deployment and 24/7 support.
Source category: Software Development
Source subcategory: IT Infrastructure Monitoring
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