Industries Where AI Accuracy Outweighs Speed

AI isn’t always about full automation — and sometimes, that’s the smartest choice.

In healthcare and other high-stakes industries, automation works best when paired with human expertise.

Recently, Lineate helped a client process patient records spread across multiple medical systems — each with its own formats, layouts, and terminology. Traditionally, this kind of work took months of manual effort from trained professionals.

With AI, we automated key parts of the process:

• Mapping disparate fields and data structures
• Interpreting free-form doctor notes
• Extracting meaningful data for decision-making

At every stage, clinicians reviewed, refined, and approved the results. Intelligent Document Processing (IDP) dramatically reduced the manual workload and minimized the risk of human error. Even more importantly, each human intervention helped improve the system by training the algorithms to perform better over time.

In this video, Lineate CEO Ben Engber shares how AI is reshaping Intelligent Document Processing,  and why some systems require speed, while others demand time, trust, and careful oversight.