{"id":6153,"name":"Sentinel AI","purpose":"A monitoring and alert system for AI model performance, providing early warnings of concept drift, unexpected biases, and other issues that can degrade accuracy, especially within regulated financial services.","profitable":1,"date_generated":"Wednesday January 2026 18:35","reference":"project-sentinelai-2026","technology_advise":["Python","PostgreSQL","Medium","ai","fintech","security"],"development_time_estimation_mvp_in_hours":160,"grade":7.2,"category":"fintech","view_count":34,"similar_ideas":[],"source_headline":"UK Appoints AI Champions to Boost Financial Services"}