Operating ProcedureExecution layer

AI Code Tool Vendor Lock-In Exit Plan (Handoff)

A handoff with 8 steps: Inventory every AI code tool dependency in active client projects.

By InnovaAI ResearchPublished

What are the steps?

handoff

AI Code Tool Vendor Lock-In Exit Plan (Handoff)

  1. 01

    Inventory every AI code tool dependency in active client projects

    List each tool, its role, and the specific code or workflow it generates. Include licenses, API keys, and any custom prompts or configurations tied to that tool.

  2. 02

    Classify each dependency by lock-in risk and exit cost

    Rate tools as low, medium, or high risk based on how much proprietary logic or generated code would be hard to migrate. Estimate the hours needed to replace each one.

  3. 03

    Document the exit triggers that would force a migration

    Define concrete events such as a 3x price increase, a security breach, or a feature deprecation that would justify moving off the tool. Share this list with the client so expectations are aligned.

  4. 04

    Extract and back up all generated code and configuration artifacts

    Export repositories, prompts, and any tool-specific metadata to a neutral format like plain text or standard Git. Store these in a location the client controls.

  5. 05

    Map each generated component to a human-maintainable equivalent

    Identify which parts of the generated code need manual refactoring or replacement with standard libraries. Prioritize components that are critical to the client's core business logic.

  6. 06

    Build a migration runbook with rollback checkpoints

    Write step-by-step instructions for swapping out the tool, including testing gates and rollback procedures at each stage. Assign owners and timelines for each checkpoint.

  7. 07

    Run a dry-run migration in a staging environment

    Simulate the exit process end-to-end to uncover hidden dependencies or missing artifacts. Measure the actual time and cost so the client has a realistic estimate.

  8. 08

    Hand over the runbook and artifacts to the client's internal team

    Conduct a walkthrough session and provide written documentation covering the exit triggers, migration steps, and ongoing maintenance responsibilities. Confirm the client can execute the plan without your agency's involvement.