Vendor Lock-In and Autonomous Delivery: Managing the Risk

Adopting an autonomous delivery platform means giving a system deep access to your codebase, infrastructure, and deployment processes. The productivity gains are significant, but so is the dependency. If the platform fails, changes pricing, or stops meeting your needs, the switching cost is proportional to how deeply it is embedded in your delivery lifecycle.

Lock-in mitigation strategies

The key to managing vendor lock-in risk is ensuring that the platform's value is in its orchestration, not in proprietary formats. If the generated code follows standard patterns, the governance policies use open formats, and the deployment targets standard infrastructure, then the platform can be replaced without rewriting the systems it produced.

• Generated code should follow language and framework conventions, not proprietary abstractions
• Governance policies should be exportable in standard formats like Open Policy Agent or similar
• Deployment configurations should target standard orchestrators rather than proprietary runtimes
• Decision records and audit trails should be stored in your own systems, not only in the platform
• An exit plan should be documented and tested annually, just like disaster recovery

The best autonomous delivery platform is the one that produces output you could maintain without it. The platform should accelerate your delivery, not hold it hostage.