Assist Founder connects to solo SaaS founders' Stripe, GA4, and PostHog accounts and delivers specific, AI-generated weekly decisions — not dashboards. Each decision includes evidence from real data, a confidence score, expected impact, and effort rating. Powered by Claude and validation layer that ensures every recommendation meets minimum data thresholds before surfacing. Founders mark decisions implemented and the system tracks real outcomes, building a personalized growth playbook over time.