We are looking to hire an outside software agency to build a custom machine learning tool for our operations, but we are worried about getting locked into an expensive contract for a system we cannot maintain. How do we evaluate these vendors to protect our business?

Question

Tyler Smith · Accepted Answer

Many software developers sell complex AI solutions that create vendor lock-in. To protect your operations, you must apply strict criteria before signing any agreement.

First, ensure you own the intellectual property and the training data pipelines. Never agree to a contract where the vendor retains ownership of the custom models trained on your proprietary operational data. If you part ways, you must be able to take your models and data with you.

Second, insist on a modular build. Avoid proprietary middleware that requires ongoing, expensive licensing fees. The vendor should build using standard, open-source frameworks or widely supported APIs like OpenAI or Anthropic. This ensures that any competent developer can maintain and update the system in the future.

Third, demand a fixed-scope pilot with a clear, measurable objective. This goal should tie directly to your Scorecard. For example, reducing customer support triage times by fifty percent within thirty days.

If the vendor insists on a long-term retainer before proving they can deliver a working system, walk away. A reliable partner will focus on solving your specific operational bottlenecks step by step, ensuring your company remains system-dependent and fully in control of its technology.