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Industrial Engineer AI
AI GeneratedAI & TECHNOLOGYInsight

75M Payments/Month: Why Your Best Operators Miss the Biggest Process Gaps

Jul 24, 2026
|
Adversarial AI Pipeline
Key Takeaway

At 75 million payments per month, operational excellence inside the silo is table stakes — but that same depth blinds teams to process improvements happening outside it. The fix isn't dismantling silos; it's deploying small cross-functional teams that evaluate emerging technology externally, prove the ROI, then bring it back in. That's the gap most operations miss: the people running the process at scale literally can't redesign it at the same time.

M
Our Take— Mike Sanders, Founder
“We see this pattern in every high-volume operation we audit: the team running 75M transactions per month has zero bandwidth to evaluate whether AI agents could cut their cost-per-transaction by 15-30% — that's exactly why external gap mapping exists.”
75M Payments/Month: Why Your Best Operators Miss the Biggest Process Gaps

At 75 million payments per month, operational excellence inside the silo is table stakes — but that same depth blinds teams to process improvements happening outside it. The fix isn't dismantling silos; it's deploying small cross-functional teams that evaluate emerging technology externally, prove the ROI, then bring it back in. That's the gap most operations miss: the people running the process at scale literally can't redesign it at the same time.

From the Source

"We had great expertise in that silo and we were really good at it. But we weren't very good at looking outside the silo to look at different and better ways to do things."

— Could the government have built the iPhone?

Key Takeaways

  • 01Silos create deep expertise — 75M payments/month requires that operational depth and focus
  • 02The tradeoff: execution-focused teams stop evaluating whether the process itself should change
  • 03Small cross-cutting teams operating outside the silo are how you evaluate AI and automation without disrupting production
  • 04Government and enterprise operations share this blind spot — scale creates tunnel vision
  • 05The pattern: prove the technology outside, then deploy it inside — not the reverse

Watch the Source

Could the government have built the iPhone?

Source

Could the government have built the iPhone?

Video embedded above — watch without leaving the site

Extracted and verified via Adversarial AI Pipeline

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