MaiForge.ai

FAQ

1. What problems do you solve with AI workflows?

2. Why a build fee plus a monthly retainer?

3. How do we measure ROI?

4. How is this different from using ChatGPT, Zapier, or off-the-shelf tools?

5. How do you keep the AI reliable and on-brand?

6. What happens to our data?

7. Who owns what?

8. Do we need an in-house AI or engineering team?

9. What does a typical timeline look like?

10. What do you need from our team?

11. Will this change team roles?

12. Why work with you?

1. What problems do you solve with AI workflows?

2. Why a build fee plus a monthly retainer?

3. How do we measure ROI?

4. How is this different from using ChatGPT, Zapier, or off-the-shelf tools?

5. How do you keep the AI reliable and on-brand?

6. What happens to our data?

7. Who owns what?

8. Do we need an in-house AI or engineering team?

9. What does a typical timeline look like?

10. What do you need from our team?

11. Will this change team roles?

12. Why work with you?

1. What problems do you solve with AI workflows?

2. Why a build fee plus a monthly retainer?

3. How do we measure ROI?

4. How is this different from using ChatGPT, Zapier, or off-the-shelf tools?

5. How do you keep the AI reliable and on-brand?

6. What happens to our data?

7. Who owns what?

8. Do we need an in-house AI or engineering team?

9. What does a typical timeline look like?

10. What do you need from our team?

11. Will this change team roles?

12. Why work with you?

About

Former Silicon Valley VP & Fortune 500 Lead Scientist

Enterprise-grade AI workflows for lean teams.

I have spent 10+ years building AI systems across Silicon Valley, Europe, and Asia —leading initiatives in startups and global enterprises that have reshaped how teams sell, support, and operate.

As a former VP of Operations in Silicon Valley and Lead Scientist at a Fortune 500 Enterprise, I understand both sides of the table: the daily pressure of running a business, and the engineering rigor needed to build reliable AI systems at scale.

I have spent 10+ years building AI systems across Silicon Valley, Europe, and Asia —leading initiatives in startups and global enterprises that have reshaped how teams sell, support, and operate.

Today, I operate as your Strategic Technical Partner. I bridge the gap between startup agility and enterprise scale, designing AI workflows for teams who aim for high performance while keeping their teams lean and focused.

My approach is hands-on: I map how your team actually works and diagnose the root causes of friction. I then translate these insights into Predictable AI Systems—delivered through secure APIs—that extend your bandwidth and create measurable impact on your profitability.

Proven Impact Track Record

$150M+ Value Unlocked

Annually across 5 markets by deploying predictive supply-chain models.

1,000+ Hours Saved/Month

By AI-automating manual operations and support workflows

+12% Revenue & Retention

Delivered double-digit gains via intelligent AI Agent integrations.

My role is to stand beside you—asking clear questions about how your business really runs, turning the answers into reliable AI workflows, and keeping those workflows evolving as your company grows.