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A2 Lakehouse Solution

We build it, deploy it on your infrastructure, and manage it. You get the insights.

Why a Lakehouse?

Traditional ETL tools pull data directly from your databases, consuming 2–3 CPUs on the source system. And when competitors demo their solutions, they show 2–3 tables working nicely. But real enterprise environments have thousands of tables - Oracle E-Business Suite alone has thousands.

We take a different approach. Our team deploys a purpose-built lakehouse on your infrastructure, powered by our open-source CDC technology. Near real-time replication captures changes with minimal impact on your databases - no heavy ETL consuming resources. Data flows continuously into optimized lakehouse storage, so your teams make decisions based on what is happening right now, not what happened yesterday.

We've battle-tested this with Oracle E-Business Suite environments with thousands of tables - not a 2–3 table demo, but real enterprise-scale deployments. Our CDC engine handles the edge cases that break other solutions - partial rollbacks, Oracle internal transactions, multi-byte character sets, and data types competitors simply skip. Reports that struggled against your RDBMS can run 10–100x faster against the lakehouse.

What We Deliver

A complete lakehouse - built, deployed, and managed by our team

Near Real-Time CDC

Changes are captured from your databases and streamed continuously into the lakehouse - no batch jobs, no stale data. Unlike traditional ETL that runs nightly, our CDC replication lets you make decisions based on what is happening right now.

Hybrid Lakehouse Storage

Data lands in the right storage for the job - Apache Iceberg or Hudi for large analytical tables, and RDBMS for smaller reference tables. Open formats that support schema evolution, time travel, and work with every major analytics engine.

Federated SQL

Query all your data - lakehouse tables, databases, and external sources - through a single SQL interface. No data movement, no duplication. Reports that took minutes in your RDBMS can run 10–100x faster against optimized lakehouse storage.

Semantic Layer

Define business metrics, dimensions, and relationships once. Every team - analysts, engineers, executives - works from the same consistent definitions. Includes a purpose-built semantic layer for Oracle E-Business Suite.

AI Data Exploration

Explore your data using natural language. Ask questions, discover patterns, and generate insights - powered by AI that understands your semantic layer and business context.

On-Premises or Cloud

Deploy the entire platform in your data center, your cloud account, or a hybrid of both. Same platform, same capabilities, your choice of environment.

How It Works

  1. Connect your databases - We configure near real-time CDC replication from Oracle, Oracle EBS, and other databases with minimal impact on your source systems.
  2. Data lands in your lakehouse - Changes stream continuously into the right storage: Iceberg or Hudi for large analytical tables, RDBMS for smaller reference tables.
  3. Offload your analytics - Reports and queries run against the lakehouse instead of your production databases. Slow reports become 10–100x faster.
  4. Define your metrics once - The semantic layer - including purpose-built definitions for Oracle EBS - ensures everyone uses the same business terms.
  5. Explore with AI - Ask questions in natural language and get answers backed by your real data, updated in near real-time.

Near Real-Time vs. Nightly ETL

Traditional ETL

  • Batch jobs run nightly - stale data by morning
  • Heavy extraction consumes 2–3 CPUs on source
  • Demo looks great with 2–3 tables
  • Breaks down at enterprise scale
  • Decisions based on yesterday's data

A2 Lakehouse Solution

  • Near real-time CDC - data is always current
  • Minimal impact on source databases
  • Battle-tested with thousands of EBS tables
  • Built for enterprise scale from day one
  • Decisions based on what's happening now

Built on Open Source

Every lakehouse we deliver is powered by open-source components we created and maintain - oracdc and ora2iceberg. You get the reliability of battle-tested open-source software, deployed and managed by the team that built it.

oracdc.comora2iceberg.app

See It in Action

Schedule a demo and we'll walk you through the platform with your use case in mind - not a 3-table demo, but a real discussion about your environment.

Request a Demo