We Build Intelligence for the Physical World
From atoms to aircraft, we fuse hard science with machine learning to design, predict, and control the most complex systems on Earth — and beyond.

What Drives Us

The next leap in engineering won’t come from equations alone — it will come from AI that understands physics.

At MAIL, we combine the deep rigor of mechanical engineering with the speed and adaptability of artificial intelligence to crack problems once thought unsolvable. Whether it’s simulating molecular dynamics a thousand times faster or giving robots the brains to master unpredictable environments, our goal is simple: push the limits of what’s possible.