Thoth: A Human-in-the-Loop AI Form-Filling Agent
Problem
How do you let AI do the tedious typing while keeping a human firmly in control of what gets submitted - on real-world forms with logins, OTPs, multi-page flows, iframes, and custom widgets?
Approach
Built an agent that pairs vision AI (reading the form the way a person does) with a persistent personal profile that learns from every answer given. Every proposed field value is reviewed and approved by the user before it is filled, and nothing is ever submitted without explicit confirmation. The human handles logins and OTPs; the agent handles the typing.
Impact
Working product: reads any web form, fills from a learned profile that never asks the same question twice, and keeps the human in the loop at every step. Live demo and product page online.
Thoth is a human-in-the-loop AI agent that fills online forms while you watch. Vision AI reads the page, your saved profile supplies the answers, and nothing is submitted without your explicit approval.