No. The strongest tools handle the systematic checking and information retrieval that experienced engineers should not be spending their time on, freeing the engineering team to focus on tradeoffs, exceptions, and decisions that take judgment. AutoReview does not make release decisions, does not exercise engineering judgment, and is not trained on one customer's data to improve another customer's product. The teams seeing the most value treat AI as a force multiplier for review quality, not a substitute for the review itself.