Float

Float is an AI-driven platform designed to help life science investors and researchers search, analyze, and understand complex scientific content more efficiently. By applying artificial intelligence to scientific literature and research data, Float enables users to quickly find relevant studies, extract key insights, and make informed decisions based on current scientific evidence without the need to manually review thousands of papers and abstracts across multiple databases.

How It Works

Users input a research question or topic of interest, and Float AI scans its indexed database of scientific literature to identify the most relevant papers, patents, and research findings from a wide range of sources. The platform uses natural language processing and machine learning to understand the context and meaning of scientific content, presenting findings in a clear, actionable format that saves significant time compared to traditional literature review methods.

Key Capabilities

• Scientific Search: Search across a broad range of scientific literature with AI-enhanced relevance ranking that understands research context beyond simple keyword matching, delivering more accurate and useful results for specialized queries.
• Research Analysis: Extract and synthesize key findings from multiple papers simultaneously, identifying trends, contradictions, areas of consensus, and gaps in the scientific literature on any given topic or research question.
• Due Diligence Support: Specifically designed for life science investors conducting technical due diligence on potential investments, providing rapid assessment of the scientific foundation, novelty, and viability behind a technology or therapeutic approach.
• Time Efficiency: Dramatically reduce the time spent reviewing scientific literature from hours or days to mere minutes by letting AI identify the most relevant content and summarize key insights across multiple sources at once.

Use Cases

• Life science venture capital investors evaluating the scientific merit, novelty, and competitive positioning of potential portfolio company technologies and research pipelines
• Biotech and pharma researchers conducting comprehensive literature reviews to understand the current state of research and development in their specific therapeutic area or disease focus
• Corporate development teams assessing the scientific landscape and competitive dynamics before making strategic acquisition, licensing, or partnership decisions in the life sciences sector
• Academic researchers and graduate students who need to quickly grasp the breadth of published research on a specific scientific question without spending weeks on manual literature searches

Intended Users

Float serves life science investors, biotech analysts, corporate R&D teams, and scientific researchers who need to navigate the vast and rapidly growing body of scientific literature efficiently and accurately. The platform is particularly valuable for users who make investment or strategic decisions based on scientific evidence but lack the bandwidth to manually review the full breadth of relevant publications across multiple journals and databases on a regular basis.