The developers created an AI-based manager for Wildberries, Ozon, and Yandex Market. The tool interacts with seller accounts via official APIs to manage orders, inventory, pricing, and advertising budgets.
The system architecture prioritizes safety by using a hardcoded list of operations. A rule-based engine processes user requests first, while an LLM acts only as a classifier to interpret intent within predefined limits.
To prevent unauthorized financial changes, the AI cannot execute actions like price updates or review responses directly. It prepares drafts that require manual confirmation from the owner via a button click.
The development team chose a rule-based approach over autonomous agents to ensure predictability, high processing speed, and testability. The system includes a demo mode with simulated store data.
The team is currently monitoring real-world usage metrics, including the number of unrecognized phrases and the ratio of prepared versus confirmed edits, to evaluate the manager's performance.
