"UNBOUND" - Liberation has a soundtrack
Three powerful tracks exploring freedom, resistance, and breaking through barriers.

Unbound

"UNBOUND" - Liberation has a soundtrack
Explosive industrial beats and defiant lyrics collide in this anthem of breaking free. 

Spirit Killer

Perfect Enemy

Neural Groove Machine is the experimental project of American artist Jay Tindall, based in Bangkok, Thailand. Blending hard rock with industrial, trip-hop, and electronic elements, NGM creates music using AI technology while maintaining Tindall's distinct artistic vision and human perspective. The project explores themes of control, resistance, and identity through machine-driven rhythms and human emotion.


With the singles "Programmed Autonomy," "Ploom of Doom," and "Beautiful Puppet" garnering six-figure streams across platforms, NGM has established a unique voice in the industrial-electronic landscape. The latest three-track single "The Hollow Machine" continues this evolution, with new releases dropping approximately every six weeks.