How a technical founder who could build AI but struggled with marketing used volunteers to achieve $1.12M MRR and raise $8M Series A funding.
10 years as software engineer at Google, built ML models for Search
Austin, Texas, USA
Technical Skills: Expert (AI/ML, Python, cloud infrastructure)
Starting Capital: $25,000 savings (comfortable but want to be capital efficient)
Jordan had spent nearly a decade as a freelancer and gig worker, constantly frustrated by traditional banks that didn't understand irregular income patterns. Late fees for overdrafts during slow months, difficulty getting loans, and terrible expense tracking made financial management unnecessarily stressful.
Jordan wanted to build a digital bank specifically for gig workers, but faced massive barriers:
MarTech
Traditional banks don't serve gig workers well - unpredictable income leads to overdraft fees, poor credit access, and inadequate financial planning tools
Digital banking platform designed for freelancers with irregular income - smart budgeting, income smoothing, instant loans based on verified gigs, integrated invoicing
SaaS subscription (£9.99/month) + transaction fees
Freelancers, gig workers, contract workers in UK initially, then EU
Jordan started with budgeting app, not full bank - avoided regulatory nightmare
Zero coding skills → functional MarTech app with volunteer developers
Designer volunteer's work on UX/trust was critical for financial product
Early compliance volunteer saved Jordan from expensive regulatory mistakes
Beta users in freelance groups validated product before scaling ads
Analytics volunteer identified key insights that 4x'd conversion rate
This hypothetical scenario shows what's possible when you combine great ideas with skilled volunteers. Your journey could start today.