BullFrog AI

BullFrog AI

Turn complex biomedical data into trusted decisions driving Drug Target Discovery and Clinical Trial Optimization.

bfPREPTM

bfPREP™ transforms raw, fragmented biomedical data into clean, harmonized, AI-ready assets you can trust.

  • Prepare clinical trial data for analysis
  • Harmonize multi-omics, and clinical data sets
  • Enable reliable AI/ML drug target discovery
  • Accelerate data readinesstrust.


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bfLEAP®

bfLEAP® uncovers biologically meaningful patterns, subgroups, and drivers hidden within complex, multimodal datasets.

  • Identify responder and non-responder Patient subgroups
  • Discover novel drug targets and biomarkers
  • Understand disease heterogeneity
  • Understand disease mechanisms
  • Optimize translational insights from preclinical to clinical
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Coming Soon

Convert biological insight into ranked, explainable decisions that drive portfolio confidence.

  • Prioritize Drug Targets and development program
  • Support indication selection and trial design decisions
  • Rank portfolio options by scientific and clinical impact
  • Build diversified, risk-balanced R&D portfolios
BullFrog AI Platforms

bfPREP™

bfPREP

Data Harmonization Platform

Data Extraction, Feature Engineering, Schema Design

Case Study: 10,000+ PDF scans into actionable data

Stage 1: Data Foundation

1
Stage 1

Clean Your Data

Remove errors and inconsistencies

2
Stage 2

Fix Your Units

Normalize measurements

3
Stage 3

Derive Features

Engineer meaningful features

4
Stage 4

Standardization

Harmonize data sets

CLEAN HARMONIZED AI-READY DATA
Case Study: 10,000+ PDF scans into actionable data

bfLEAP™

bfLEAP

Biomedical Data Analysis

Subgroup and Driver Identification in Complex Datasets

Identifying drug response subgroups (ASCO GI 2026)

Biomedical Data Analysis

Quantify similarities & differences across patients, cohorts, or conditions

5
Stage 5

Compare Samples

Analyze cohort differences

6
Stage 6

ID Subgroups

Find patient clusters

BullFrog Data Networks®

7
Stage 7

Filter Artifacts

Remove noise & outliers

8
Stage 8

Interrogate Patterns

Explore relationships

9
Stage 9

Find Drivers

Identify key factors

BullFrog Data Networks®

EXPLAINABLE DRIVER-LEVEL INSIGHTS
Identifying drug response subgroups (ASCO GI 2026)

Decision Arenas

Decision Arenas

COMING SOON

Decision & Strategy Platform

Decision Arenas

Learn more by signing up for our March 27th webinar.

Register for Webinar

bfPREPTM

  • Prepare clinical trial data for analysis
  • Harmonize multi-omics, and clinical data sets
  • Enable reliable AI/ML drug target discovery
  • Accelerate data readiness trust.

bfLEAP®

  • Identify responder and non-responder Patient subgroups
  • Discover novel drug targets and biomarkers
  • Understand disease heterogeneity
  • Understand disease mechanisms
  • Optimize translational insights from preclinical to clinical

Coming Soon

  • Prioritize Drug Targets and development program
  • Support indication selection and trial design decisions
  • Rank portfolio options by scientific and clinical impact
  • Build diversified, risk-balanced R&D portfolios

Whitepapers

Webinars