LEAP

LEAP™ is an AI co-pilot for evidence synthesis and bioactive discovery, developed by PIPA for researchers and product developers working in nutrition, health, and wellness. By combining scientific literature with vetted knowledge bases, omics data, and proprietary datasets, LEAP™ delivers a unified, interconnected map of health and nutrition augmented with novel insights and predictions — giving R&D teams a single, accurate, and up-to-date source of truth to accelerate their work.

Designed to make R&D better, faster, and cheaper, LEAP™ enables teams to collect evidence, uncover bioactive associations, and drive product innovation without the traditional constraints of time, resources, or experimental throughput. Partners including Mars Inc., Smart Health Niterra, and EverGrain Ingredients have used LEAP™ to identify novel health-promoting bioactive ingredients, support target screening experiments, and discover bioactive peptides and polyphenols linked to positive health effects in a matter of months.

Core AI and Data Capabilities

• Advanced Data Analysis: Built on the PIPA Data and Analytics Platform (PDAP), LEAP™ employs sophisticated algorithms, pipelines, databases, and machine learning technology to analyze vast and diverse datasets quickly. It extracts valuable insights from complex data, identifies patterns, and uncovers hidden relationships.
• Predictive Modeling: Machine learning-powered predictive modeling enables users to discover latent knowledge and connections, optimize formulations, predict nutritional values and health benefits, and anticipate and mitigate potential risks.
• Virtual Experimentation: As an in silico bioactives discovery tool, LEAP™ allows researchers to explore scenarios of causality without constraints of time, space, or resources — enabling teams to advance only the most promising bioactive targets to the lab.
• Scientific Article Search: Instead of scanning through lists of articles, LEAP™ uses advanced paragraph-level matching and deep language understanding to surface the most relevant passages from scientific literature, delivering clear, evidence-backed insights instantly.
• Smart Summarization and Topic Discovery: AI-powered literature reviews automatically generate concise reviews from up to 100 articles, or uncover key themes and topic clusters across up to 500 papers, helping researchers identify patterns and surface emerging areas of interest.

Knowledge Graph and Generative AI Features

• LEAPChat and Scientific Summaries: LEAP™ integrates large language models (LLMs) with a proprietary knowledge graph, enabling a conversational, chat-like interface for extracting insights and collating evidence. Users can access instant, journal-grade scientific summaries on over 550,000 topics and entities powered by Generative AI.
• Enhanced Decision-Making: The proprietary knowledge graph enables easy visualization and interpretation of results, while Generative AI-powered reports support informed decisions that drive innovation and advance R&D programs.
• Collaboration and Knowledge Sharing: LEAP™ provides a collaborative workspace where researchers can communicate, share findings, and work together in real-time, fostering team-wide knowledge sharing.

Use Cases and Applications

• Bioactive Discovery: Identify novel bioactive compounds and their associations with consumer health outcomes.
• Product Innovation and New Product/Ingredient Development: Accelerate the development of new food, beverage, and nutrition products by leveraging AI-driven evidence synthesis.
• Health and Nutritional Claims: Gather and synthesize evidence to support health benefit and nutritional claims.
• Horizon Scanning: Monitor emerging research areas and identify future opportunities in nutrition and health science.

Interface, Integration, and Compliance

• Intuitive User Interface: Designed for researchers of all technical levels, the user-friendly interface minimizes time spent learning software. The in-house engineering team continuously enhances capabilities and makes custom additions regularly.
• Regulatory Compliance (Coming Soon): LEAP™ is planned to integrate with existing systems to maintain data integrity, track changes, and generate audit trails to support regulatory compliance processes.

LEAP™ is offered by PIPA alongside world-class scientific expertise, enabling organizations to combine a powerful AI toolkit with domain knowledge to bring breakthrough nutrition and health products to market faster.