Andrew Roberts — Co-Founder
AI demos are misleading. I say that as someone building AI products for PE and IB professionals, where a wrong number or an outdated logo in a client document is a credibility event. The gap between what AI does in a demo and what it does with your actual information memoranda, CIMs, and pitch decks is where most vendors lose you. It is also where we spend most of our time. Twenty-five years in content software taught me that the boring, unglamorous work is where reliable products are made. Things like eval suites, logo retrieval edge cases, and pie charts that add to 103%. The last 15% of any domain-specific task is where the AI either earns trust or loses it, and that is where we spend most of our time. Before this, I built Tiny from zero to a PE-backed exit. That experience made me more honest about what it actually takes. Product market fit is not a line on a slide. It is conversion rates moving from near zero to 20 to 30 percent because the AI did the actual work on someone’s real documents. If you work in PE or IB and you are evaluating whether AI can be trusted with client-facing documents, the free trial exists for exactly that reason.
Stackforce AI infers this person is a SaaS expert with a strong focus on AI-driven solutions for enterprise workflows.
Location: Redwood City, California, United States
Experience: 29 yrs 2 mos
Skills
- Artificial Intelligence (ai)
- Strategic Partnerships
- Enterprise Software
- Executive Coaching
- Mergers & Acquisitions (m&a)
- Product Management
- Capital Raising
- Business Development
- Software Engineering
Career Highlights
- Built AI products for PE and IB professionals.
- Successfully raised $4 million and increased ARR 12X.
- Acquired Tiny and pivoted to a subscription model.
Work Experience
PEF Community
Member (1 yr 6 mos)
Deliverables AI
Co-Founder (1 yr 7 mos)
Locatrix
Advisor (1 yr 8 mos)
Tiugo Technologies
Senior Advisor (3 yrs)
Tiny
President and Chief Strategy Officer (2 mos)
Co-founder & CEO (7 yrs 3 mos)
SavingsOak
Advisor (2 yrs 11 mos)
Ephox
Co-founder & CEO (11 yrs 3 mos)
Co-founder & CTO (4 yrs 3 mos)
Webz
Co-founder & CTO (3 yrs)
Education
BS at The University of Queensland