VOL. 01 — THE OFFICIAL RECORD OF PEOPLE BUILDING THE FUTURE
Portrait of Priya Raman

Advanced Manufacturing

Priya Raman

FounderMatterWorks

Engineer and entrepreneur building next-generation manufacturing systems where software intelligence meets physical constraint.

Expertise

  • Manufacturing systems
  • Industrial adoption
  • Engineering iteration

Perspectives

Everything Priya Raman has contributed across Innovators Report.

Innovators Report: Human Advantage

What does everyone get wrong about the future of humans and AI?

People think adoption happens when the technology works.

Technology adoption happens when the economics, workflow, training, incentives, reliability and organizational politics all work.

The prototype is usually the easy part.

Humans don't simply inhabit technological systems. We decide whether they'll survive contact with reality.

Innovators Report: Human Advantage

What will machines become better at sooner than most people expect?

Engineering iteration.

Simulation, generative engineering and automated testing will compress development cycles dramatically.

Innovators Report: Human Advantage

What becomes more valuable as machines become more capable?

Ingenuity

Somebody still has to work out how the thing actually gets built, on time, with the parts available.

Innovators Report: Human Advantage

What do you believe happens next?

The digital revolution becomes physical.

The first AI wave transformed knowledge work.

The next one transforms the places where atoms move: factories, farms, laboratories, hospitals, warehouses and homes.

Reports featuring Priya Raman

CollectiveAugust 24, 2026

Human Advantage

What Will Humans Still Be Better At?