Standardization at scale

Enforce standards org-wide with AI Software Engineers

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Build faster, safer, and more consistently with AI software engineers that follow your rules.

Ona unifies how humans and AI software engineers work. Leverage one governed model for building, testing, and shipping code across every engineer, team, and repository.

Enforce your standards

Every team builds differently. Docs go stale, code drifts, and enforcement becomes manual.

Ona’s AI software engineers apply your standards directly in code. They open pull requests that update libraries, configs, and documentation to match your approved patterns automatically, and at scale.

Scale to 1000’s of repos

Standardizing across hundreds of teams takes months of coordination and slows adoption.

Ona runs consistent workflows across thousands of repositories in parallel, updating pipelines, dependencies, or policies. Governance scales without slowing velocity.

Forget ownership confusion

AI tools operate in silos without accountability or visibility. Platform teams end up cleaning up the mess.

Each Ona runs inside your network, pre-configured with your tools and permissions. Every action is logged, traceable, and governed — no shadow AI, no drift.

Stay on the golden path

AI code often diverges from approved stacks and patterns, creating unmaintainable variance.

Ona encodes your golden paths - frameworks, dependencies, and infra standards - and enforces them automatically. Human and digital engineers stay aligned by design.

READMEs on autopilot

Documentation is the first thing to fall out of date, and the last thing anyone wants to fix.

Ona automatically updates READMEs, configs, and runbooks as it works, keeping every repo’s documentation current and compliant.

Learn more about migrations at scale

October 20, 2025

Why org-wide migrations are the next strategic AI frontier

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Globe of data
October 20, 2025

The evolution of code migrations from rules-based tools to agents

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March 28, 2025

Time between disengagements: the rise of the software conductor

  • AI

Keeping standards up-to-date, at scale

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