Client: Stealth AI startup (pre-seed → funded) Timeline: 10–11 months ago Engagement Duration: 8 weeks Industry: Artificial Intelligence | Predictive Analytics | SaaS The Challenge When this AI startup first approached me, they were running on fumes — both financially and strategically. Their core tech was impressive: a predictive analytics model using machine learning to forecast customer churn for mid-sized SaaS businesses. But they were stuck in the classic AI founder

How I Rebuilt a Web3 Project’s Credibility After a Failed Launch The Challenge In early 2025, a promising Web3 startup approached me — they had a great vision: a decentralised creator economy platform that let users tokenise their content and earn yield through NFT royalties. The problem? They’d already launched the token before building real traction. They had: 8,000 Telegram members but zero engagement A collapsed token chart (-92% from ATH) Zero liquidity depth beyond the

Investors don’t fund potential. They fund clarity. When Project X (name withheld for NDA) found me, they had already built something incredible — an on-chain AI data engine with real use-case potential.But like most founders in early stages, they were missing the bridge between idea and capital. The Problem Their fundamentals were solid, but their funding story wasn’t. Tokenomics looked unsustainable. The deck focused on tech, not traction. No liquidity map, no investor str