Code migration & modernization at scale

Migrations that sat in backlogs for years, done in days

Fleets of agents run the migration end to end across your entire codebase, each in its own isolated environment that builds the code and runs the tests, so every change is verified rather than just rewritten.

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

Ona extracts specs from your running COBOL, turns real behavior into test fixtures, migrates to the new system, and verifies it behaves the same, running across thousands of programs in parallel.

COBOL modernization running migration steps
Platform migrations

Migrate CI across thousands of repositories

Configure it once and Ona converts your CI pipelines, runs the tests, iterates until they pass, and opens PRs across every repo, without paying contractors for months of work.

CI migration across thousands of repositories
Language & framework upgrades

Java 8 to 17, Python 2 to 3

Define the target version and Ona upgrades, refactors, and opens PRs across every specified repo, tested and ready for review, eliminating months of tech-debt work.

Java 8 to Java 17, Python 2 to 3, COBOL to Java
Isolated runs

Every agent gets its own environment

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

Powered by automations

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

Start automating
Migration spec automation

400% productivity increase across our customers

BNY logoSince 2025
GSR 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
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

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.