Best monitoring frameworks tools in 2025

HawkFlow.ai

Centralized monitoring for data, applications, and performance insights.

Openserv

Automates the management of autonomous agents across various systems.

Abstra

Automates workflows to enhance productivity and reduce errors.

Arize

Real-time AI model monitoring and evaluation solution.

Telnyx Flow

Create workflows effortlessly with a low-code AI integration system.

KINEXON AI

Automated asset tracking and workflow management solution.

Dioptra

Smart contract review solution with high accuracy.

Lotse

AI program manager that enhances project collaboration and communication.

Datadog APM

Real-time application performance monitoring for smooth operations.

Devzery

AI-driven solution for efficient API functional regression testing.

API Governance Testing

Automated API review for consistent design and implementation.

Noise.ai

Sound-based monitoring system for factory operations and efficiency.