Challenge
Relationship products need a rigorous personality layer and a consumer app that share one backend—not bolted-on quizzes and generic chat.
Approach
OpsPal built assessment and scoring services, a type-drift engine, data APIs, co-regulation flows, profile-aware AI conversations, and incremental web and mobile releases with observability from day one.
Solution
The engine and app surfaces now run on shared infrastructure as a single platform OpsPal ships end to end. Profile-aware AI conversations use guarded RAG, assessment and scoring services feed data APIs and co-regulation flows, and the platform is ready for broader adoption.