How to Evaluate Claims About AI Development Speed
Ask what was measured, what work was included, and whether a fast demonstration represents a completed business product.
Ask what was measured, what work was included, and whether a fast demonstration represents a completed business product.
Compare approaches that combine automation and experienced engineering rather than assuming you must choose only one.
Plan for operating expenses, updates, support, and maintenance instead of treating delivery as the final payment.
Explore how a developer assesses tradeoffs involving reliability, important records, future changes, and business priorities.
Turn an early prototype into useful evidence about your idea without treating every generated feature as a final requirement.
Evaluate how a provider uses AI, checks its work, and takes responsibility for the finished product.
Learn which decisions belong to you and which engineering responsibilities should remain with your developer.
Understand where AI may reduce development effort and which business responsibilities still require professional judgment.
Choose a starting point by comparing repeated effort, customer impact, urgency, and the ability to measure results.
Use AI to clarify requirements and demonstrate a concept while recognizing when expert review becomes necessary.