Browsing: Observability

Self-hosted speech AI has historically carried an observability trade-off. The service can tell you an endpoint is up and how many requests it served. The questions that actually drive capacity planning and cost management stay locked inside the vendor’s container: what you are billed for, which features your traffic uses, and what the inference engine…

MELBOURNE, Australia and DENVER, Aug. 27, 2026 /PRNewswire/ — To address the growing complexity and operational blind spots of fragmented CX AI Agent and CX tech stacks, Operatatodayintroduced expanded CX AI Agent Observability. CX observability is the critical control layer to monitor, assure, diagnose, and optimize AI and human agents as they work together to deliver…

Groundcover Inc., a startup with a platform for monitoring cloud environments, today announced that it has raised $100 million in funding.

There’s a growing need for tools to monitor and manage AI applications and agents and measure the quality of their output. Dynatrace looks to meet that demand by adding Arize’s technology to its observability platform.

BOSTON and SAN FRANCISCO, Aug. 13, 2026 — Dynatrace has signed a definitive agreement to acquire Arize in a cash and stock transaction valued at $915 million. Together, Dynatrace and Arize will enable customers to evaluate, operate, and continuously improve AI applications from development through production at scale.