BullFrog AI’s bfPREP™ and bfLEAP® Platforms Deliver Real-World Impact in Eleison Pharmaceuticals Collaboration

Rhea-AI Summary

BullFrog AI (NASDAQ: BFRG) reported significant progress in its collaboration with Eleison Pharmaceuticals, showcasing the capabilities of its AI platforms bfPREP™ and bfLEAP®. The company successfully developed a new data ingestion module that converted over 10,000 pages of clinical trial PDFs into standardized datasets.

The collaboration demonstrated BullFrog AI's ability to handle complex clinical documentation through its enterprise-grade platforms. The bfPREP™ module, which emerged as a standalone commercial offering, transforms legacy clinical trial data into structured, actionable insights. The bfLEAP® analytics engine identified data-driven patient subgroups to enhance trial design and market positioning.

Following this success, both companies are preparing a joint scientific submission for an upcoming oncology conference and are discussing a potential second collaboration contract.

Positive

• Successfully processed and standardized over 10,000 pages of complex clinical trial data
• bfPREP™ module evolved into a standalone commercial product
• Potential expansion of collaboration through a second contract
• Joint scientific submission planned for upcoming oncology conference
• Platform demonstrates ability to improve patient targeting and trial efficiency

Negative

• None.

Insights

Biotech AI Technology Analyst

BullFrog AI's data platforms showing commercial viability through successful Eleison Pharmaceuticals implementation, with expansion opportunities ahead.

BullFrog AI has demonstrated meaningful commercial traction with its bfPREP™ and bfLEAP® platforms through its collaboration with oncology company Eleison Pharmaceuticals. The company has successfully converted over 10,000 pages of clinical trial PDFs into standardized datasets - a notoriously difficult task that typically bottlenecks pharmaceutical analytics.

What's particularly significant is how this engagement has evolved from a single-client solution into a standalone commercial offering. The data ingestion module developed specifically for Eleison has now become the company's bfPREP™ product, suggesting scalability across pharmaceutical clients facing similar data challenges. This represents a critical validation of BullFrog's platform strategy.

The company's approach combines AI automation with human oversight ("human-in-the-loop"), addressing a key limitation of pure AI systems in healthcare - maintaining data integrity while handling nuanced clinical information. Their layered methodology allows for scale while preserving the accuracy essential for clinical applications.

BullFrog's value proposition centers on accelerating and de-risking clinical trials through better patient subgroup identification. By analyzing Eleison's historical trial data, they've identified patient segments most likely to respond to treatment, which could influence both trial design and eventual commercialization strategy.

The planned joint scientific submission and discussions around a second contract indicate customer satisfaction and expanding relationship - crucial signals for an emerging technology vendor in the pharmaceutical space. For a NASDAQ-listed company focused on AI applications in drug development, demonstrating real-world utility and revenue-generating potential from its technology platforms represents important progress toward commercial validation.

Joint oncology conference submission planned and follow-on contract discussion underway

Validates BullFrog AI’s enterprise-grade platform strategy, combining automation and human-in-the-loop oversight for scalable, trustworthy analytics

GAITHERSBURG, Md., Sept. 08, 2025 (GLOBE NEWSWIRE) -- BullFrog AI Holdings, Inc. (NASDAQ: BFRG; BFRGW) ("BullFrog AI" or the "Company"), a technology-enabled drug development company using artificial intelligence (“AI”) and machine learning to enable the successful development of pharmaceuticals and biologics, today provided an update on its collaboration with Eleison Pharmaceuticals Inc. (“Eleison”), a Phase 3 oncology company focused on novel chemotherapeutic treatments for rare cancers.

To support this collaboration, BullFrog AI developed a new data ingestion module, purpose-built to handle the scale and complexity of Eleison’s historical clinical data. Originally created to convert more than 10,000 pages of clinical trial PDFs into an OMOP-standardized dataset for Eleison, the module proved so effective that it has since become a standalone commercial offering of BullFrog AI called bfPREP^™.

“Our bfPREP^™ module turns legacy and siloed clinical trial data into a strategic asset,” said Vin Singh, CEO of BullFrog AI. “In the case of Eleison, we were dealing with a vast amount of complex clinical documentation, the kind of data that typically slows down or derails analytics efforts. With our purpose-built, proprietary technology, we were able to ingest, clean, and standardize that data at scale, transforming it into a foundation for actionable insights. It’s a clear demonstration of how our enterprise-grade platforms can handle the volume, variability, and nuance of real-world clinical datasets, positioning BullFrog AI as a highly capable and trusted partner to the pharmaceutical industry.”

Scalable AI-Driven Value Creation

Following ingestion, BullFrog AI applied feature engineering and AI-enhanced curation to extend the dataset, categorizing diseases, medications, lesion descriptors, and normalizing free text into structured fields. Using a layered approach, where automation handles repeatable tasks and human reviewers ensure accuracy, the Company was able to rapidly scale data preparation while maintaining the integrity and nuance required for clinical decision-making.

The structured dataset was then deployed into bfLEAP^®, BullFrog AI’s core analytics engine, to identify data-driven patient subgroups ahead of randomization. These insights may inform both trial design and market positioning, as they illuminate patient segments most likely to benefit from Eleison’s therapies.

“This initiative demonstrates how bfPREP^™ and bfLEAP^® can improve patient targeting and create meaningful insights to accelerate trial efficiency for pharmaceutical partners. We view this as a strong proof point for the broader application of our platforms across the drug development landscape,” added Mr. Singh.

“We’ve been impressed by BullFrog’s rigor and responsiveness and are extremely pleased with the collaboration to date,” said Matt Cromie, MS, VP Clinical Development at Eleison. “We look forward to continuing our efforts together.”

Upcoming Milestones and Expansion Potential

Encouraged by the progress, BullFrog AI and Eleison are preparing a joint scientific submission to an upcoming oncology conference, which management believes will further validate the commercial value of the Company’s AI platforms. In addition, the two companies are exploring further collaboration through a second contract for additional collaboration work.

“Every milestone in this collaboration strengthens our case for broader adoption of BullFrog AI solutions across the industry,” Mr. Singh added. “With the biopharma sector under constant pressure to reduce risk and cost in clinical development, we see significant investor upside in demonstrating that our platforms can deliver both scientific and financial impact.”

About BullFrog AI

BullFrog AI leverages Artificial Intelligence and machine learning to advance drug discovery and development. Through collaborations with leading research institutions, BullFrog AI uses causal AI in combination with its proprietary bfLEAP^® platform to analyze complex biological data, aiming to streamline therapeutics development and reduce failure rates in clinical trials.

For more information visit BullFrog AI at: https://bullfrogai.com

About Eleison Pharmaceuticals

Eleison’s mission is to acquire and develop drug candidates with existing and significant safety and efficacy data, with the goal of obtaining regulatory approval and commercializing new therapeutics for patients with life-threatening cancers. In addition to its glufosfamide program, the company has two other programs in late-stage clinical development: ILC for small cell lung cancer and pediatric osteosarcoma, and DBD for brain cancers. Eleison has entered development and marketing partnerships with leading pharmaceutical companies in China, South Korea, and Israel. Founded in 2009, Eleison is headquartered in Princeton, NJ.

For more information, visit www.eleison-pharma.com.

Safe Harbor Statement

This press release contains forward-looking statements. We base these forward-looking statements on our expectations and projections about future events, which we derive from the information currently available to us. Such forward-looking statements relate to future events or our future performance, including: our financial performance and projections; our revenue and earnings; and our business prospects and opportunities. You can identify forward-looking statements by those that are not historical in nature, particularly those that use terminology such as "may," "should," “could,” “will,” "expects," "anticipates," "contemplates," "estimates," "believes," "plans," "projected," "predicts," "potential," or "hopes" or the negative of these or similar terms. In evaluating these forward-looking statements, you should consider various factors, including: our ability to change the direction of the Company; our ability to keep pace with new technology and changing market needs; our and our partners’ ability to market and sell our offerings and services, including BullFrog Data Networks™; our ability to maintain compliance with Nasdaq listing rules; and the competitive environment of our business. These and other factors may cause our actual results to differ materially from any forward-looking statement. Forward-looking statements are only predictions. The forward-looking events discussed in this press release and other statements made from time to time by us or our representatives, may not occur, and actual events and results may differ materially and are subject to risks, uncertainties, and assumptions about us. We are not obligated to publicly update or revise any forward-looking statement, whether as a result of uncertainties and assumptions, the forward-looking events discussed in this press release and other statements made from time to time by us or our representatives might not occur.

Contact:

Dave Gentry
RedChip Companies, Inc.
1-407-644-4256
BFRG@redchip.com

FAQ

What are the key features of BullFrog AI's bfPREP™ platform?

bfPREP™ is a data ingestion module that converts legacy clinical trial PDFs into OMOP-standardized datasets. It uses AI-enhanced curation to categorize diseases, medications, and lesion descriptors while normalizing free text into structured fields.

How did BFRG's collaboration with Eleison Pharmaceuticals demonstrate platform effectiveness?

The collaboration successfully processed over 10,000 pages of clinical trial PDFs, transforming them into actionable insights. The platform identified patient subgroups for trial optimization and demonstrated scalable data preparation while maintaining clinical decision-making integrity.

What are the upcoming milestones for BullFrog AI (BFRG) and Eleison's partnership?

The companies are preparing a joint scientific submission for an upcoming oncology conference and are in discussions for a second collaboration contract.

How does BullFrog AI's bfLEAP® platform improve clinical trials?

bfLEAP® serves as the core analytics engine that identifies data-driven patient subgroups before randomization, helping inform trial design and market positioning by identifying patient segments most likely to benefit from treatments.

What is the significance of BullFrog AI's layered approach to data processing?

The layered approach combines automation for repeatable tasks with human reviewer oversight, enabling rapid scaling of data preparation while maintaining accuracy and clinical integrity.