Founded by Ryan Merket , Gradient Noise draws on experience from companies including Microsoft , Reddit , Facebook , and Amazon Web Services , along with deep involvement in the startup and venture ecosystem.

The studio specializes in AI-native products, workflow automation, SaaS platforms, marketplaces, and growth-oriented software experiences. Gradient Noise works selectively with founders who have strong domain expertise, clear market insight, and the ambition to build category-defining companies.

Unlike traditional agencies, Gradient Noise operates as a hands-on product and venture partner. Engagements may include product architecture, AI integration, UX strategy, rapid prototyping, go-to-market systems, growth experimentation, automation infrastructure, and long-term product leadership.

The company believes the economics of software are undergoing a structural shift driven by AI, where smaller, highly capable teams can now build and scale products at speeds previously reserved for large organizations. Gradient Noise exists to help founders take advantage of that shift.