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Oracle moves Essbase to its managed AI lakehouse service

Oracle moves Essbase to its managed AI lakehouse service

New Capabilities

Decades-old analytics engine gains AI-assisted modeling and runs on four major clouds

October 27th, 2026: Oracle details managed Essbase on the AI lakehouse

Overview

Updated Oct 30

Oracle now offers Essbase, its multidimensional analytics engine dating to 1992, as a fully managed service on Autonomous AI Lakehouse. It runs on Oracle Cloud Infrastructure, Amazon Web Services, Microsoft Azure, and Google Cloud. Oracle handles installation, patching, backups, and the network infrastructure.

The service adds an AI Cube Builder that proposes dimensions, hierarchies, and measures for a model, which users can review before building. Users can also ask business questions in natural language. Existing calculations and Excel planning workflows carry over. On October 26, Oracle announced a Business Simulation Engine for what-if analysis on lakehouse data; the sources do not give its release date.

Why it matters

Essbase powers financial planning and budgeting at many large companies. This removes infrastructure upkeep and adds AI-assisted modeling.

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Key Indicators

4
Cloud platforms hosting the managed Essbase service
The service runs on OCI, AWS, Microsoft Azure, and Google Cloud.
12 months
Window for the Business Semantic Layer
Oracle says the Business Semantic Layer will be available within 12 months of its October 26 announcement.

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People Involved

NR
Natasha Reichman
Senior Director, Data Systems Engineering at Oracle
Author of the October 27 blog post detailing the managed Essbase service

Organizations Involved

Oracle
Oracle
Enterprise software company
Developer and operator of the managed Essbase service

Oracle develops the Autonomous AI Lakehouse and now offers Essbase as a fully managed service on it.

Timeline

March 2007 October 2026

5 events Latest: October 27th, 2026 · 2 weeks ago
Tap a bar to jump to that date

  1. Oracle details managed Essbase on the AI lakehouse

    Latest Product Announcement

    Oracle describes the fully managed Essbase service: AI Cube Builder, natural-language queries, write-back, and four-cloud availability.

  2. Oracle announces Business Simulation Engine at AI World

    Product Announcement

    In Las Vegas, Oracle unveils the Business Simulation Engine, built by integrating Essbase natively into Autonomous AI Lakehouse.

  3. Essbase added as a managed tool in Autonomous AI Database Serverless

    Product Launch

    Oracle's release notes say Essbase can be enabled for an existing Autonomous AI Database instance without separate Essbase infrastructure.

  4. Oracle launches Autonomous Database

    Product Launch

    Oracle introduces its self-driving cloud database, which now stores the data and metadata under managed Essbase.

  5. Oracle acquires Hyperion Solutions

    Acquisition

    Oracle announces a roughly $3.3 billion deal for Hyperion, gaining the Essbase OLAP engine and Hyperion Planning.

Scenarios

1

Oracle retires customer-managed Essbase in favor of the lakehouse service

Possible Resolves by Q2 2028

Discussed by: Oracle's own documentation, which warns against applying customer-managed procedures to the new service

Oracle's docs already say not to apply procedures intended for customer-managed Essbase environments, signaling the managed service is the forward path. Once the lakehouse offering matures, Oracle may phase out the OCI Marketplace Essbase deployment option and direct all new deployments to the managed service.

2

Existing Essbase customers adopt the managed service

Likely Resolves by Q2 2027

Discussed by: Oracle launch materials emphasizing continuity of business logic and Smart View workflows

Oracle positions the service as an evolution rather than a replacement, keeping dimensions, hierarchies, calculations, and Excel planning intact. Adoption depends on whether migration is smooth and whether customers see infrastructure savings as worth the move. Oracle may disclose adoption figures on earnings calls.

3

AI Cube Builder brings new users to Essbase

Possible Resolves by End of 2027

Discussed by: Oracle marketing for AI Cube Builder and natural-language querying

Oracle targets database and lakehouse users who have never used Essbase. The AI Cube Builder and natural-language assistants lower the barrier to building multidimensional models, potentially expanding the user base beyond finance teams. Oracle may publish customer case studies demonstrating this adoption.

Historical Context

2 moments from history that rhyme with this story — and how they unfolded.

March 2007

Oracle acquires Hyperion Solutions (2007)

Oracle agreed to buy Hyperion Solutions for about $3.3 billion, gaining Essbase, the leading online analytical processing (OLAP) engine, along with Hyperion Planning and financial management tools.

Then

Essbase became a core Oracle product for financial planning, budgeting, and consolidation.

Now

Over nearly two decades, Oracle extended Essbase while Excel-based planning workflows remained central to its use.

Why this matters now

Explains how Essbase, a product from a 2007 acquisition, still anchors Oracle's financial analytics strategy and why the managed service matters to its customer base.

2018

Oracle launches Autonomous Database (2018)

Oracle introduced Autonomous Database, a self-driving, self-patching, self-tuning cloud database. It handles its own backups, patching, and optimization without DBA intervention.

Then

Oracle marketed it as a database that runs itself, removing routine administration work.

Now

The technology now underpins the managed Essbase service, with Essbase data and metadata stored in Autonomous Database.

Why this matters now

The managed Essbase service applies the same self-managing approach to a legacy analytics product, extending Oracle's Autonomous platform strategy.

Sources

(13)
+7
Oracle Autonomous AI Database Blog Oracle Oracle Documentation iArch Solutions CIO First Superpower Daily Tech Times 財経新聞 Oracle Documentation Oracle Documentation Oracle Oracle Autonomous AI Database Blog Oracle Cloud Infrastructure Release Notes