Language migrations at scale

Code migration & modernization at scale

Migrations that sat in backlogs for years. Done in days.

Unblock the roadmap items stuck behind years of legacy code. Ona runs the migration end-to-end, across your entire codebase.

95%

CI pipeline migration automated

15x

faster dependency updates

300 repos

Python versions upgraded at once

Migrating COBOL with AI software engineers

Migrating COBOL to specs with fleets of AI software engineers

Unblock transformation projects

COBOL modernization that is verifiable.

Extract specs from your running COBOL, turn real behavior into test fixtures, migrate to a new system and verify it behaves the same.

Run on thousands of programs in parallel.

COBOL modernization running migration steps
Platform migrations

Migrate CI across thousands of repositories

Configure once - Ona converts CI pipelines, runs tests, iterates until they pass, and opens PRs.

All without paying contractors for months of work.

CI migration across thousands of repositories
Language & framework upgrades

Java 8 to 17. Python 2 to 3.

Eliminate months of tech-debt work.

Define the target version, and Ona upgrades, refactors, and opens PRs across every specified repo — tested and ready for review.

Java 8 to Java 17, Python 2 to 3, COBOL to Java
All repos, in parallel

Hundreds of repos. One automation.

Each agent gets its own isolated environment with your toolchain and permissions.

Hundreds of agents run in parallel — upgrading, testing, and opening PRs simultaneously. You review and merge.

Hundreds of agents running in parallel
Audit ready by design

Every action leaves a complete audit trail.

Every agent runs in a policy-compliant environment with scoped credentials and full logging.

What changed, why, when, and by which agent is all recorded automatically.

Environment logs and audit trail

Top 100 global company

95% of migration work is done by Ona Automations. We just have to do the final merge.
Read more customer stories

Powered by automations

Repeatable workflows that combine prompts and scripts. Triggered from webhooks, PRs, schedules.

Start automating
Migration spec automation
Automation templates

Start from a template

Pre-built automation templates for Java, .NET, Python, and framework migrations.

Signup
Migrating COBOL to specs

Watch: Migrating COBOL to specs

Deploying dozens of agents in parallel to explore and migrate legacy systems.

Watch the recording
Documentation

Explore the docs

Everything you need to configure and run code migration automations.

Read the docs

400% productivity increase across our customers

BNY logoSince 2025
Blackstone logoSince 2024
Vanta logoSince 2026
Pearson logoSince 2024
EquipmentShare logoSince 2023
Hargreaves Lansdown logoSince 2024

Enterprise-grade integrations and compliance.
Use your favorite tools without worry

GDPR
SOC 2
Fortune 500
W3C

Deploy AI software engineers alongside your team and unlock your hybrid workforce.

This website uses cookies to enhance the user experience. Read our cookie policy for more info.