The IS4 Story

We've Been Where You Are

IS4.ai started with a simple observation: most AI consultants have never actually shipped AI at scale. They've read the papers, taken the courses, maybe built some demos. But have they deployed systems that handle millions of users? Have they been on-call when those systems break at 2 AM? Have they explained to a board why their AI investment didn't deliver?

We have.

Our founders come from Visa's fraud detection team, Uber's autonomous vehicle program, and quantitative hedge funds. We've built AI that moves billions of dollars, protects millions of users, and operates in environments where "good enough" isn't.

Now we're using that experience to help companies implement AI that actually works.

Our Philosophy: Execution Over Hype

Most AI Failures Are Requirements Failures

Everyone's excited about the technology. Nobody's asking the right questions:

• Which specific workflows will this improve?
• How will we measure success?
• Will the people who need to use it actually want to?
• What happens when it's wrong 5% of the time?

We start with these questions. We map your actual workflows (not the ones in the manual). We identify where AI creates leverage. Then we prove it works before you invest.