AI-powered data preparation built for life sciences.
Eliminate errors, harmonize formats, and unlock insights faster, whether you’re running clinical trials, managing omics data, or aggregating real-world evidence.
Why bfPREP™?
Your Data Can’t Wait. Neither Should Your Team.
In today’s complex life sciences environment, preparing data for analysis is often the slowest, and riskiest part of the process. Manual curation, inconsistent formats, missing values, bog down teams and delay time-to-decision.
bfPREP™ changes that.
Our AI-driven platform automates data cleaning and standardization across clinical, omics, imaging, and real-world data types. Designed for biopharma, CROs, and translational researchers, bfPREP™ ensures your data is structured, validated, and ready for analysis, fast.
What You Get from a bfPREP™ Data Prep Audit Report
1. Data Complexity & Readiness Assessment
You get a clear difficulty rating for your data, showing how complex, incomplete, or unstructured it is, along with a sample extraction demo to illustrate how bfPREP™ handles even your toughest datasets. This helps you understand exactly what it would take to make your data AI-ready.
2. Feature Enrichment Blueprint
Receive a derived-feature dataset that demonstrates how bfPREP™ can expand and enhance your existing data. We also include recommendations for new, high-value features that could be added under a full engagement to unlock deeper insights and predictive power.
3. Outlier & Artifact Intelligence
Our audit identifies data outliers, artifacts, and inconsistencies that could skew your models or analyses, helping you proactively correct data issues before investing further in AI/ML workflows.
You get a free data prep audit report that enables insights to a AI/ML analysis outcome.
“Extracting and organizing over a decade’s worth of clinical data, mostly in the form of complex PDF listings, was no small task. Yet BullFrog delivered. We’ve been thoroughly impressed with the quality and accuracy of the data output, and the meticulous work of their QC team stood out. BullFrog’s ability to bring clarity and structure to legacy data gives us great confidence as we move forward. We’re looking forward to the next phase of our engagement.” – Executive Team, Eleison Pharmaceuticals
See How It Works:
What bfPREP™ Does
From Raw Data to Analysis Ready
AI-Driven Data Cleaning
Smart detection of anomalies, duplicates, outliers, and missing values. Automated fixes with human-in-the-loop controls.
Multi-Modal Data Harmonization
Preps and integrates omics, clinical, imaging, and real-world datasets with cross-platform compatibility.
Scalable, Cloud-Native Architecture
Works across AWS, Azure, GCP, or on-prem environments. Scales effortlessly with enterprise data needs.
Integration With bfLEAP™
Clean Data is Just the Beginning
BFPREP is built to feed directly into BullFrogAI’s bfLEAP™ causal analytics engine. Once your data is cleaned and harmonized, you can immediately run:
- Patient stratification models
- Trial optimization simulations
- Target discovery analytics
- Predictive biomarker assessments
You don’t just get clean data, you get faster insight.
Who It’s For
Built for Data-Driven Innovators Across Life Sciences
bfPREP™ Isn’t Just Another Data Tool. It’s a Strategic Advantage.
AI That Understands Biology
Trained on biomedical data. Our platform knows a clinical outlier from an error.
End-to-End Interoperability
From ingestion to export, bfPREP™ makes your data analysis-ready, submission-ready, and shareable.
Time-to-Insight, Compressed
Reduce prep time by up to 80%. Let your team focus on what they do best—driving breakthroughs.