Fox Runner's MVP with real-time news aggregation, user accounts, and subscription management took about 3–4 months. The full platform — including sentiment analysis, 15+ keyword filters, insider tracking, Grafana analytics, and the React Native mobile app (launched January 2026) — was delivered over 8–10 months. Fora Soft's Agentic Engineering approach can accelerate similar projects 2–10×.