Snowflake to Acquire Observe to Deliver AI-Powered Observability at Enterprise Scale

Dynatrace Acquires Arize for $915 Million to Expand AI Observability

August 14, 2026

AI & Machine Learning

Dynatrace signed a definitive agreement to acquire Arize in a $915 million cash-and-stock transaction, combining Dynatrace’s observability platform with Arize’s AI evaluation and monitoring technology. The deal was later completed, extending AI observability across the full development lifecycle from build to production.

Dynatrace Acquires Bindplane to Strengthen AI-Powered Observability

April 12, 2026

Cloud & SaaS

Dynatrace entered into an agreement to acquire Bindplane, a telemetry pipeline company built on open standards that serves as a control plane for data from disparate sources. The deal is aimed at extending Dynatrace’s capabilities across the telemetry lifecycle and improving control, flexibility, and governance over observability data before downstream ingestion.

SentinelOne to Acquire Observo AI

September 8, 2025

Cybersecurity

SentinelOne announced its intent to acquire Observo AI, an AI-native data streaming platform used for telemetry pipeline management for AI-native security operations. The deal will combine Observo’s real-time ingestion/enrichment/routing capabilities with SentinelOne’s AI SIEM, XDR, and data offerings, and is expected to close in SentinelOne’s fiscal third quarter of 2026 subject to regulatory approvals and customary closing conditions.

Snowflake Acquires Neeva

May 24, 2023

Data & Analytics

Snowflake has acquired Neeva, a search company that built generative-AI powered search capabilities, to accelerate search and conversational data discovery within the Snowflake Data Cloud. Neeva's team and search technology will be integrated into Snowflake's platform to improve how customers query and discover data and insights.

Observe.AI Acquires ScopeAI

August 31, 2021

Software

Observe.AI, the San Francisco–based contact center AI provider, has acquired ScopeAI to add omnichannel conversation intelligence (chat, email, social) and related product and engineering talent. The deal expands Observe.AI's capabilities beyond voice to deliver unified voice-and-text conversation insights and positions ScopeAI's CEO Natalie Abeysena to lead the new Omnichannel product line.

IBM Acquires Instana

November 18, 2020

Cloud & SaaS

IBM announced a definitive agreement to acquire Instana, an application performance monitoring and observability company headquartered in Chicago, to strengthen IBM's hybrid cloud and AI-powered automation capabilities. The deal (financial terms not disclosed) will integrate Instana's observability platform with IBM's Watson AIOps and Cloud Paks to help customers manage complex, cloud-native applications across hybrid environments.