Project-first client management for makers — track commissions, deposits, timelines

Independent custom makers — an estimated 4.0 million creators handling bespoke orders — struggle with fragmented client operations: commissions, deposits stuck in marketplaces, one-off timelines and manual spreadsheets that leak time and revenue. That daily admin leads to missed deposits, scope creep, delayed deliveries and reduced margins for businesses that typically operate under six figures. You could build a project-first client management platform tailored to makers that tracks commissions, enforces deposits and milestone payments, centralizes timelines and scopes per project, and integrates invoicing with escrow-capable payments. Core features should include per-project workflows, direct marketplace and payment integrations, AI-assisted quoting from messages/photos, and vertical templates to justify an $800 ACV target from a meaningful share of the 4.0M makers. This is attractive now because the addressable market is roughly $3.2B, market score 90/100 and revenue potential 88/100 reflect the creator-economy shift and falling friction from integrated payments and LLM/vision capabilities. Those trends lower acquisition friction and allow fast time-to-value through automation and better cashflow management. To differentiate, prioritize a project-first UX and deep integrations — reliable escrow/deposit handling, first-party connectors to major marketplaces, and an explainable AI quoting engine — plus partner APIs and vertical playbooks. Strengths are a clear TAM and a defensible ARPU path; challenges are platform dependency, legal/compliance around escrow, integration costs and the need to make AI estimates trustworthy enough for makers to rely on.