Know your migration before your database does.

Migration Oracle predicts, verifies, grades, and learns from every database migration using shadow execution and agentic memory.

The migration orchestration pipeline

From prediction to learning.

Every migration grows more reliable through a deliberate, observable loop.

  1. Policy Checks

    Validate controls and guardrails.

  2. Memory Retrieval

    Recall similar migrations.

  3. AI Prediction

    Forecast risks and paths.

  4. Human Approval

    Review with context.

  5. Shadow Execution

    Run safely in parallel.

  6. Grade and Learn

    Improve every run.

Continuous improvement

Built on trusted technologies

CockroachDB
Distributed Vector Index
Managed MCP Server
Amazon Bedrock
Amazon Titan
AWS Step Functions
Amazon EventBridge
CockroachDB
Distributed Vector Index
Managed MCP Server
Amazon Bedrock
Amazon Titan
AWS Step Functions
Amazon EventBridge