The AI Researcher agent acts as a virtual research assistant that automates key phases of scientific inquiry. It begins by accepting a user-defined topic and performing automated literature searches across online databases via integrated web search. It then extracts and summarizes the most relevant papers, highlights core findings, and identifies research gaps. Using these insights, the agent generates novel research questions and proposes experimental design outlines. The framework supports customizable task pipelines, allowing users to adjust search parameters, summarization depth, and idea generation strategies. All interactions occur through a simple command-line interface, leveraging Python scripts and OpenAI APIs. Researchers can review, refine, and export results to accelerate literature reviews and early-stage planning.

CultureCounter revolutionizes how you measure and understand your organization's culture. It starts with a very simple survey that takes less than 3 minutes to complete. Following the survey, an ultra-powerful dashboard provides unmatched insights into your overall company culture and specific team dynamics. The tool drills down into detailed demographic and firmographic data to help you understand different group experiences within your organization. Rooted in science and validated data, CultureCounter goes beyond traditional engagement surveys to provide deep, actionable insights and drive meaningful, strategic changes within your company.