Engines and automation
Broaden support for more database platforms while improving approvals, rollbacks, observability, and migration ergonomics.
Product direction
A transparent roadmap for safer database delivery
See what is already live, what we are actively building, and where Migratrix is heading next as support, automation, and operational intelligence expand.
Focus Areas
Where the roadmap is going
Near-term direction is shaped by engine coverage, safer automation, and better operating workflows across environments.
Data pipelines and orchestration
Expand from schema delivery into higher-level data movement, syncing, and operational workflows across mixed environments.
AI-assisted operations
Bring more decision support, remediation guidance, and safety automation into day-to-day database delivery.
Shipped
Already live in the platform
The foundation is already in place: multi-engine workflows, safe exploration, migration pipelines, and operational controls teams need in production.
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Database engine support
MySQL, MariaDB, PostgreSQL, SQL Server, SQLite, ClickHouse, and Oracle support in active expansion.
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Real-time migrations
Execute scripts with live logs, status tracking, rollback generation, and recovery support.
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Database explorer
Safe CRUD, SQL editor access, audit trails, and environment-aware controls.
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Cross-database transfers
Move and sync data across same-type and cross-type engines with batching and retries.
Platform highlights
Workspace systemPersonal and organization workspaces with user roles and permissions.
Agent installersLinux, macOS, Windows, Docker, and Kubernetes support.
Migration flowsDEV to QA to PROD pipelines with approvals, auto-start, and status tracking.
NotificationsReal-time notifications, user messages, and approval alerts.
Timeline
What comes next
Roadmap items are grouped by active work, near-term priorities, and longer-range platform expansion.
Coming soon
Q3-Q4 2026
The next wave expands engine support and adds richer migration workflow controls.
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Snowflake support
Warehouses, stages, secure views, schema diff, and controlled promotion workflows.
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Migration pipelines v2
Pre and post scripts, branching support, test steps, and stronger approval flows.
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Additional database engines
Coverage expansion for MongoDB, Redis, Cassandra, DynamoDB, BigQuery, Redshift, and more.
Cloud auto-discoveryFind RDS, Aurora, and Cloud SQL engines automatically.
MonitoringAlerts for slow queries, lock storms, and failed promotions.
Future vision
2027+
Longer-range investments aimed at orchestration, governance, and AI-assisted operations.
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AI database assistant
Generate fixes, rollbacks, migration summaries, and richer risk assessments.
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Smart schema governance
Detect drift continuously and repair it through policy-driven workflows.
NoSQL supportMongoDB support focused on ETL and data workflows rather than DDL-style migrations.
AI observabilitySmarter alerts and automatic remediation for common operational issues.
Principles
What shapes the roadmap
We prioritize work that increases safety, broadens real-world coverage, and helps teams operate with less manual friction.
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More engines
Expand coverage across the databases teams actually run in production.
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GitOps and CI/CD
Bring safer database delivery closer to existing review pipelines and automation rules.
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Automation
Reduce manual release work with stronger rollbacks, approvals, and guided workflows.
psychology
AI
Help teams make better decisions, catch risk earlier, and recover faster.
How we decide what ships
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Customer requests
We prioritize what real teams ask for when it improves safety, speed, or platform fit.
insights
Market gaps
We focus on areas where teams still lack strong tooling, especially across mixed-engine environments.
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Engineering foundations
We invest in robust core systems first so new capabilities land on reliable infrastructure.