BullFrog AI Holdings, Inc., along with its affiliated entities, functions as an advanced digital biopharmaceutical firm. Its core mission involves harnessing artificial ...
Bullfrog AI Holdings, Inc. (NASDAQ: BFRG) is a healthcare technology and digital biopharmaceutical company focused on applying AI/ML to interpret large medical and healthcare datasets, with the intent of supporting drug discovery and development decisions. The company’s core mission is to use data-driven analytics to examine preclinical and clinical research ...Bullfrog AI Holdings, Inc. (NASDAQ: BFRG) is a healthcare technology and digital biopharmaceutical company focused on applying AI/ML to interpret large medical and healthcare datasets, with the intent of supporting drug discovery and development decisions. The company’s core mission is to use data-driven analytics to examine preclinical and clinical research information, which it packages into its proprietary AI/ML platform, bfLEAP. This “digital biopharmaceutical” approach positions Bullfrog AI as a technology-enabled partner to biomedical research efforts rather than a traditional single-asset pharma company.
From a product/service perspective, the central offering is bfLEAP, an AI/ML platform designed to analyze research data comprehensively. The company also appears to build its pipeline and technical differentiation through intellectual property access and licensing agreements. For example, it has referenced collaborations/agreements that provide rights to use specific targeting technology (e.g., siRNA targeting Beta2-spectrin via a licensing arrangement with George Washington University). Bullfrog AI has also referenced partnerships that provide access to particular drug formulations (e.g., a mebendazole formulation associated with Johns Hopkins University) for investigation in oncology and other disease contexts.
In terms of business model and costs, the company’s profile suggests an early-stage, R&D-intensive approach typical of platforms pursuing research-led therapeutic development. The provided financial signals indicate negative profitability and cash-flow dynamics: metrics such as negative operating/net/EBIT margins and negative return measures (e.g., return on assets and equity) are consistent with a company investing heavily before sustained commercial revenues. Accordingly, the company’s cost structure likely includes software/compute and data work tied to bfLEAP development, personnel and research expenses, plus costs associated with licensing/IP administration and research program execution.
Key people and governance are led by Founder, Chairman, and CEO Vininder (Vin) Singh. The company is headquartered in Gaithersburg, Maryland, and operates within the healthcare/medical information services industry.
Overall, Bullfrog AI’s “wishes” and strategic direction (inferred from its disclosures and platform/licensing emphasis) are to translate AI-driven dataset interpretation into actionable therapeutic insights and to advance AI-informed programs across multiple human conditions—particularly where data analysis and targeted therapeutic mechanisms can potentially improve development efficiency and likelihood of success.
YoYYoY means Year-over-Year. It compares the latest annual value with the previous annual value to show long-term trend strength.
QoQQoQ means Quarter-over-Quarter. It compares the latest quarter with the immediately previous quarter to show short-term momentum changes.
RevenueThe total money that came through the front door from selling things, before paying a single bill. Think of it as the grand total of every credit card swipe from customers. (YoY compares this year to last year's performance, while QoQ compares the current three months to the previous three).
$116670
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Net IncomeThe absolute bottom line. If the company paid every single supplier, employee, banker, and tax collector, this is the actual money left in their pocket at the end of the day.
$-6.5M
+7.1%
+13.9%
Gross MarginThe basic markup. If they sell a $100 pair of sneakers, this percentage tells you how much of that price tag is profit right after paying for the rubber and shoelaces, but before paying for things like store rent or TV commercials.
+18.8%
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Operating MarginThe 'day job' efficiency score. Out of every dollar a customer spends, this shows how many cents the company keeps after making the product AND paying for all the everyday corporate overhead (like salaries, marketing, and keeping the lights on).
-5652.4%
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Net MarginThe final take-home percentage. When you strip away every conceivable cost, tax, and interest payment, this is the exact number of cents the company truly gets to keep from every dollar in sales.
-5569.6%
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Free Cash FlowThe holy grail of corporate cash. It's the spendable, physical money left over after the business pays for its daily operations AND buys the big, expensive upgrades (like new factories or servers) it needs to survive. This is the 'free' money they can use to pay dividends or buy back stock.
$-5.5M
+1.6%
+10.7%
FCF MarginThe ultimate cash conversion rate. It shows how good the company is at turning regular sales directly into cold, hard, spendable cash. A high percentage means the business is an absolute cash-printing machine.
-4733.2%
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Debt / EquityThe financial risk gauge. It compares how much of the company's empire was built using borrowed money (loans) versus the owners' own money (shareholders). A high number means they are heavily leveraged and playing a riskier game; a low number means they are playing it safe.
0.0%
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-52.9%
Current RatioThe 12-month survival check. It simply compares the cash they have right now (plus things they can quickly turn into cash) against the immediate bills they absolutely must pay this year. A score above 1 means they have enough in the wallet to cover the upcoming bills without panicking.
3.85x
-59.2%
+29.7%
Total AssetsThe absolute size of the company's empire. It bundles together absolutely everything of value they own—from the cash in the register and the inventory in the warehouse, to the software patents in the vault and the factories on the ground.