top of page

Programmable Paperwork: Mang-Git Ng on AI, APIs & the Future of Document Workflows

  • Writer: Evan J. Cholfin
    Evan J. Cholfin
  • 3 days ago
  • 2 min read

Paperwork isn’t something most people think about—until it slows everything down.


By Evan J. Cholfin



When I sat down with Mang-Git Ng for this episode of AI SPEED, I expected a conversation about document automation and APIs. What I didn’t expect was how quickly it reframed something we all take for granted: paperwork.


Because the reality is, the world still runs on it. Contracts, forms, applications—so much of how business operates is built on documents. And yet, most of it is still slow, manual, and fragmented.


Mang-Git puts it simply: paperwork is a universal pain point.


What makes this conversation interesting is how AI changes that equation. Not by just speeding things up, but by making paperwork programmable. Structured data turns static documents into something dynamic—something systems can understand, process, and act on.


That shift opens the door to entirely new workflows. Automation becomes scalable. APIs become the backbone. And suddenly, what used to be a bottleneck starts to look like an opportunity. There’s also an undercurrent here about perception. Document workflows aren’t flashy. They’re often overlooked. But as Mang-Git points out, that’s exactly where some of the biggest impacts live.


And as AI continues to evolve, even the role of the product itself starts to change—where intelligent agents don’t just support the system, but actively drive how it’s used and adopted.


This episode is a look at how AI is transforming one of the most universal—and underestimated—parts of business operations.


If you’ve ever thought of paperwork as a necessary evil, this conversation might change your perspective.


Because the future of automation may not start with big, visible systems.

It may start with the documents, and everything else depends on them.




 
 
 

Comments


Contact us

so we can create together

Thanks for submitting!

O: +1 (424) 244-1002     hello@luxhammer.com

1920 6th St #225, Santa Monica, CA 90405

Join our mailing list

Thanks for joining!

We do not accept unsolicited materials (e.g., scripts, treatments, pitches, books, manuscripts, articles, stories, or any other type of material). Any unsolicited materials will not be reviewed by LUXHAMMER LLC dba LUXHAMMER, or any of its owners, clients, affiliates, or employees, and will be immediately destroyed.

© 2023 by LUXHAMMER LLC

  • Facebook
  • Instagram
  • LinkedIn
bottom of page