Make + Google Sheets | AI Financial Automation & Data Extraction

Multi-modal AI financial assistant that converts unstructured inputs into audit-ready records in real time. Users send text, voice messages, or receipt photos via Telegram. LLM-based parsing extracts amount, currency, category, and date, then sends a summary for quick human confirmation. Approved data is synced to Google Sheets automatically. The system reduces bookkeeping time by up to 90%, minimizes categorization errors, supports non-technical maintenance, enables AI financial insights, and processes data through secure, encrypted connections.