Bullfrog AI (BFRG) — Stock, Pipeline & Market Cap

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BFRG · Stock Price

USD 0.65-1.11 (-63.07%)

Market Cap: $12.1M

Historical price data

Overview

Bullfrog AI Holdings, Inc. is a clinical-stage biotechnology company integrating explainable artificial intelligence with drug development to improve precision and success rates. Its core strategy is dual-faceted: developing an internal pipeline of in-licensed oncology and metabolic drug candidates and providing its proprietary AI/ML technology platforms as services to other life sciences organizations. The company's award-winning bfLEAP™ platform, licensed from Johns Hopkins APL, uses graph-based analytics to uncover hidden biological patterns from complex, multimodal data. Bullfrog aims to address the critical industry bottleneck of fragmented data and 'black box' AI models.

OncologyMetabolic Diseases

Technology Platform

A dual-platform AI stack: bfPREP™ for harmonizing fragmented biomedical data into AI-ready assets, and bfLEAP™, an award-winning, explainable graph-based AI platform licensed from Johns Hopkins APL, for uncovering biological patterns and drivers.

Opportunities

Bullfrog AI operates in the high-growth AI drug discovery market, with its explainable platform addressing a key industry need for trustworthy insights.

Its in-licensed pipeline provides direct exposure to multi-billion dollar markets in oncology and metabolic diseases, with the potential for rapid value inflection upon clinical entry.

Risk Factors

The company faces high clinical development risk with its preclinical pipeline, significant financial risk as a pre-revenue micro-cap requiring further dilution, and technology adoption risk in a crowded, unproven AI biotech landscape.

Execution of its dual business model with limited resources is a key challenge.

Competitive Landscape

Bullfrog competes with pure-play AI biotechs (e.g., Exscientia, Recursion), large biopharma internal efforts, and data analytics vendors. Its differentiation hinges on its exclusive, explainable graph AI core (bfLEAP™) and its dedicated data harmonization platform (bfPREP™), but it must prove superior utility in a resource-intensive race.

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