Research Note: IBM to Acquire Confluent for Real-Time Event Streaming

Deal

IBM has entered a definitive agreement to acquire Confluent for $11 billion in cash ($31 per share), adding enterprise-grade Apache Kafka streaming infrastructure to its hybrid cloud and AI portfolio. Confluent brings 6,500 enterprise customers, proven streaming architecture handling real-time data flows across hybrid environments, and capabilities specifically relevant to emerging agentic AI requirements. The […]

Research Note: Snowflake BUILD 2025 Announcements

Snowflake BUILD 2025

At its recent BUILD 2025 event, Snowflake unveiled a substantial array of platform updates centered on three core themes: compute performance optimization, data interoperability across heterogeneous environments, and operational automation.

The offerings address persistent enterprise challenges around data fragmentation, manual infrastructure management, and the operational overhead of supporting both transactional and analytical workloads on unified platforms.

Research Brief: Oracle Database 26ai Delivers Fully Integrated AI

Oracle Database 26ai

Oracle released its Oracle Database 26ai at its recent AI World event in Las Vegas. The update makes the database an integrated platform that embeds artificial intelligence capabilities across data management, development, and analytics operations.

The platform integrates vector search capabilities with traditional database functions, supports agentic AI workflows through in-database tools and MCP servers, and extends analytics capabilities through Iceberg table format support. Oracle also bundles in advanced AI features, including AI Vector Search, at no additional cost.

Oracle AI World 2025: Bringing Cohesion to the AI Data Stack

Oracle AI World

Oracle AI World 2025 in Las Vegas was a clear demonstration of how far the company has come from its roots as a database vendor. This year’s event, as its new name might give away, was all about AI.

Oracle’s announcements centered on its Oracle AI Data Platform, a new Oracle database release, the new Autonomous AI Lakehouse, along with new advances in Oracle’s distributed cloud portfolio, and deepened multi-cloud partnerships with both Google Cloud and AWS. That’s a lot – and we’re just hitting the highlights.

Research Brief: Oracle Autonomous AI Lakehouse

Oracle Autonomous AI Lakehouse

Oracle recently announced its Oracle Autonomous AI at its Oracle AI World event in Las Vegas. The new offering combines Oracle’s Autonomous AI Database platform with native Apache Iceberg support. The offering addresses persistent enterprise challenges around data lock-in and platform interoperability by providing standardized access to data across multiple clouds and catalogs.

Research Note: AWS Open Sources MCP Server for Aparch Spark History Server

Apache Spark

AWS recently announced the open-source release of Spark History Server MCP, a specialized implementation of the Model Context Protocol (MCP). This server enables AI agents to directly access and analyze historical execution data from Apache Spark workloads through a standardized, structured interface.

Research Note: Snowflake Evolves into AI Platform at Summit 2025

Snowflake Summit 2025

Snowflake recently held its annual Snowflake Summit in San Francisco where the announcements show the company evolving from a data warehouse provider to an AI platform orchestrator. The announcements address three core enterprise challenges: democratizing data access beyond technical teams, accelerating AI development workflows, and reducing data integration overhead.

Research Note: Snowflake’s Crunchy Data Acquisition

Deal

At its annual Snowflake Summit in San Francisco, Snowflake announced its intent to acquire Crunchy Data for approximately $250 million. The deal brings enterprise-grade PostgreSQL capabilities into Snowflake’s AI Data Cloud through a new offering called Snowflake Postgres. This acquisition addresses a critical gap in Snowflake’s platform, while intensifying competition with Databricks for dominance in AI infrastructure.

NAND Insider Newsletter: Week of May 12, 2025

Newsletter

Each week NAND Research puts out a newsletter for our industry customers taking a look at what’s driving the week, and what happened last week that caught our attention. Below is a excerpt from this week’s, May 10, 2025.

NAND Insider Newsletter: April 21 2025

Newsletter

Each week NAND Research puts out a newsletter for our industry customers taking a look at what’s driving the week, and what happened last week that caught our attention. Below is a excerpt from this week’s, April 21, 2025.

Quick Take: Databricks Acquires Fennel

Deal

Databricks announced the acquisition of Fennel, a specialized platform focused on feature engineering for machine learning applications. This acquisition bolsters Databricks’ capabilities in feature engineering, especially for real-time and streaming data applications.

Research Note: SAP Business Data Cloud & Databricks Partnership

SAP BDC

SAP recently announced SAP Business Data Cloud (BDC), a fully managed SaaS platform that unifies SAP and third-party data while embedding AI-driven analytics and governance capabilities.

The new solution expands upon SAP Datasphere and integrates with Databricks’ Lakehouse technology to improve data unification, AI adoption, and advanced analytics.

Research Note: Databricks Acquires BladeBridge

Deal

Databricks announced the acquisition of BladeBridge, a provider of AI-powered migration solutions, to facilitate the transition of enterprise data warehouses to Databricks SQL (DBSQL).

BladeBridge automates the migration of workloads from over 20 different data warehouses and ETL platforms, using large language models for code analysis, conversion, and validation.

Quick Take: Databricks to Acquire Tabular

Databricks logo

Databricks announced its agreement to acquire Tabular, a data management company founded by Ryan Blue, Daniel Weeks, and Jason Reid. The acquisition aims to unify the Apache Iceberg and Delta Lake open-source lakehouse formats, enhancing data compatibility for organizations.

Research Note: Databricks DBRX LLM

DBRX

Databricks launched DBRX, a new open, general-purpose Large Language Model (LLM) that sets a new benchmark for performance and efficiency.

DBRX surpasses the capabilities of existing models like GPT-3.5 while also demonstrating competitive performance with closed models such as Gemini 1.0 Pro, making it a formidable player in general-purpose applications and specialized coding tasks.

Quick Take: Databricks Acquires Einblick

Deal

Databricks recently acquired the team behind Einblick, a natural language data science notebook. The acquisition, for an undisclosed amount, is the latest in a series of strategic purchases by Databricks.

Research Note: Databricks Acquires Arcion

Databricks logo

Databricks announced its intention to acquire Arcion, an enterprise data replication specialist and a part of the Databricks Ventures portfolio. The acquisition, valued at over $100 million, is set to bolster Databricks’ capability to natively ingest data from a myriad of databases and SaaS applications into their Lakehouse Platform.