Bringing Inside-Out Intelligence to Skincare At Mudface AI, our mission has always been clear: help people understand their skin with accuracy, personalization, and scientific depth, then translate that insight into care that actually works. Today, we are excited to announce our partnership with Roots San Francisco — a brand that shares our belief that skin health is not surface-level. It is biological, environmental, and deeply personal. This launch represents a new standard for personalized, science-backed skincare.
Why Roots San Francisco
Roots San Francisco stands apart for one reason: intention. Their formulations are built on functional mushrooms, botanicals, and natural compounds chosen for how they interact with real skin biology, not trends. From day one, it was clear that Roots SF’s Inside-Out Radiance™ philosophy aligns with how we build AI. Skin cannot be understood in isolation. It reflects lifestyle, internal health, and long-term habits. This partnership allows us to connect visual skin intelligence with ingredient intelligence in a way that has not existed before.
How Mudface AI Enhances the Roots Experience
Mudface AI uses advanced vision AI to analyze facial skin at a pixel level, detecting patterns the human eye cannot reliably quantify. Our models assess: Texture and surface irregularities Pigmentation distribution and contrast Hydration and barrier-related indicators Elasticity signals and early aging markers Our engine is trained on dermatological research and diverse, real-world skin data to ensure consistent performance across skin tones and conditions. For this partnership, our models have been further refined with direct clinical esthetician guidance from Roots SF’s co-founder, Morgana Queiroz. Her expertise helps ground our recommendations in real treatment outcomes, not generic category logic.
What the AI Is Learning
Together, we are teaching the AI to understand: How functional mushrooms behave on different skin types How organic formulations influence inflammation, pigmentation, and barrier repair How internal support through functional supplements shows up visually on the skin Which Roots SF products are most effective for specific skin patterns and concerns The result is intelligence that is not just accurate, but context-aware.
What Roots SF Clients Receive
As part of this launch, Roots San Francisco clients receive a complimentary Mudface AI skin scan. Each scan delivers: A detailed breakdown of current skin condition A personalized Roots SF product recommendations Supplement insights supporting skin health from within Ingredient-level explanations tied directly to the user’s skin data
Why This Matters for the Future of Skincare
Most skincare recommendations are built on averages. This partnership moves the industry toward precision. Human expertise guides the AI Data replaces guesswork Personalization replaces one-size-fits-all routines This is how skincare becomes measurable, adaptive, and truly personal.
Experience the Launch: The Mudface AI x Roots San Francisco skin analysis experience is now live.