Streamlines data entry through multi-agent collaboration, combining internal knowledge bases with external search engines and ​LLMs for contextual understanding in an agentic workflow. Transforms unstructured data into structured formats, retrieves and ​validates information, and automates imports through API integrations, ensuring accuracy and efficiency across operations.

Empowered by industry-specific RAG adapters, the Matching Agent redefines recommender systems and search with ​Generative Personalization. It generates sector-specific metadata—such as labels, summaries, contextual snippets, and ​categorized groupings—while leveraging internal and external data to build tailored knowledge graphs for precise ​matching in e-commerce, media, and talent acquisition.

Suppliers and users often submit poor-quality data, forcing operations teams to search for missing content. Product Listing ​Agent automates this process, leveraging enterprise tools to classify data and generate metadata—search snippets, titles, ​descriptions, and tags—delivering accurate, high-quality content seamlessly integrated into CRM, ERP, or internal systems.

Unlike search SaaS like Perplexity or ChatGPT Search, which provide a single answer from an opaque process, our Research ​Agent breaks searches into agentic workflows. It allows organizational roles to select specific search engines and refine ​keywords at each step, with multi-agents generating tailored reports aligned with human-defined criteria and enterprise ​needs