LabForge

LabForge transforms a research question into a comprehensive, evidence-backed scientific workflow. Key capabilities include: * Literature search and analysis * Hypothesis generation and novelty evaluation * Experimental design and funding application preparation * Manuscript drafting and citation management This platform integrates research planning, scientific writing, data analysis, and verification into a single, cohesive workspace. It allows researchers to quickly map relevant literature, identify research gaps, and develop testable hypotheses with real-time feedback. The system assesses the novelty of your proposed research against prior art, helping to steer projects towards original contributions. LabForge significantly reduces the time spent on administrative tasks, enabling scientists to focus more on critical thinking, experimentation, and discovery. Users can generate structured research plans, complete with citations, and review manuscript drafts in a live LaTeX editor with PDF preview. Every claim made in the output is linked to an inspectable source, ensuring transparency and verifiability. Ideal for academic researchers, grant writers, and R&D teams seeking to streamline their scientific process, from initial conceptualization to final publication. It supports rapid iteration and provides a clear pathway to producing high-quality, fully cited research outputs efficiently.