MindFrame integrates into GP practice management systems to flag mental health risk signals during routine consultations and recommend appropriate referral pathways. The platform was validated through a trial with 15 practices across greater Sydney and is designed for bulk-bill clinics serving disadvantaged communities. It reduces diagnostic latency and improves uptake of early intervention services.