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