{"id":23596,"name":"AI Bill Sentry","purpose":"An open-source AI-powered tool that automatically extracts data from bills (images or PDFs) and flags unexpected charges or increases, automating the tedious task of bill review as demonstrated by SlothBank, using Gemma 3 and Mastra.","profitable":1,"date_generated":"Monday October 2026 02:06","reference":"aisentry-bills","technology_advise":["Python","Difficult","ai"],"development_time_estimation_mvp_in_hours":240,"grade":8.1,"category":"ai","view_count":1,"similar_ideas":[{"id":23029,"name":"Agent Billing Auditor","grade":7.2,"category":"fintech"},{"id":20269,"name":"Automated OpenAI Invoice Auditor","grade":6.8,"category":"fintech"},{"id":23421,"name":"AI Image Pipeline Guardian","grade":7.2,"category":"fintech"},{"id":17047,"name":"AWS BillWatch","grade":8.0,"category":"fintech"},{"id":19726,"name":"AI Spend Auditor","grade":7.8,"category":"fintech"}],"source_headline":"I Built SlothBank Using Gemma 3 and Mastra to Catch Unexpected Bills with AI"}