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Science Consultant Agent

Published: December 18, 2025 | arXiv ID: 2512.16171v1

By: Karthikeyan K , Philip Wu , Xin Tang and more

BigTech Affiliations: Amazon

Potential Business Impact:

Helps build smart computer programs faster.

Business Areas:
Artificial Intelligence Artificial Intelligence, Data and Analytics, Science and Engineering, Software

The Science Consultant Agent is a web-based Artificial Intelligence (AI) tool that helps practitioners select and implement the most effective modeling strategy for AI-based solutions. It operates through four core components: Questionnaire, Smart Fill, Research-Guided Recommendation, and Prototype Builder. By combining structured questionnaires, literature-backed solution recommendations, and prototype generation, the Science Consultant Agent accelerates development for everyone from Product Managers and Software Developers to Researchers. The full pipeline is illustrated in Figure 1.

Country of Origin
🇺🇸 United States

Page Count
8 pages

Category
Computer Science:
Artificial Intelligence