Bad skin day. Big moment.
Make the better decision.
BreakoutGate changes the makeup buying decision based on dynamic skin context before virtual try-on. Powered by Perfect Corp AI skin analysis and deterministic evidence scoring.
Why Ordinary Makeup Recommendation Fails
Virtual try-on alone merely previews colors over inflammation. BreakoutGate evaluates optical condition, ingredient safety, and evidence provenance first.
1. Dynamic Optical Context
Perfect Corp AI measures 11 real-time optical dimensions (spots, redness, texture, hydration, oiliness). We adapt product formulation choices to your skin's immediate condition.
2. Hard Safety Gates
Fragrance avoidance and excluded ingredients are hard filters. In BreakoutGate, missing disclosures are never assumed safe (UNKNOWN triggers fail-safe exclusion).
3. Verifiable Decision Receipt
Every recommendation generates a cryptographic SHA-256 DecisionReceipt recording input digests, score decomposition, and counterfactuals with zero LLM hallucinations.