Discovery

Real Impact, Real Stories

Case study: Accelerated Target ID using ML-Ready data on Polly

Pharma Company Achieves 4x Faster Target ID for Inflammatory Disease

Case study: Accelerated Target ID using ML-Ready data on Polly

Oncology Company Achieves ~80% Faster Gene Target ID & Validation

Case study: Accelerated Target ID using ML-Ready data on Polly

Pharma-AI Collaboration Cuts Costs by ~$3M with Curated Public Data

More Case studies

Problem

Biomedical Data Is Messy, Insights Are Slow

R&D teams sit on vast stores of valuable biomedical data—but without structure, context, or consistency, discovery grinds to a halt. Time that should fuel breakthroughs is lost in cleaning, merging, and interpreting datasets

01

Scattered Sources

Public, private-structured unstructured-your data is everywhere

02

Manual Cleanup

Cleaning & harmonizing costs time and precision

03

Slow Pipelines

Delayed insights —missed opportunities in R&D.

SOLUTION

Turn Complex Data Into Breakthrough Insights

With Elucidata, you can:

Identify Disease Pathways

Understand the biological mechanisms driving disease.

Discover Novel Drug Targets

Pinpoint new intervention points with confidence.

Find Reliable Biomarkers

Accelerate diagnostics and patient stratification.

Validate Target Function

Back your hypotheses with robust functional insights.

Uncover Pathway Dependencies

Reveal co-regulatory or synthetic lethal relationships.

Explore Our Use-Cases

Target Identification

Rapidly identify and validate targets with harmonized multi-omics data.

Biomarker Discovery

Predict diagnostic or prognostic biomarkers by analyzing multi-omics data.

Signature Exploration

Identify indications related to a gene signature, or find drugs that reverse a disease signature.

Foundation Models

Al-ready data and scalable harmonization for faster and more accurate predictions

Why Elucidata?

Speed + Precision

Achieve results faster without compromising depth or scientific integrity.

Data Enablement, Not Just Analysis

We help you go from data chaos to decision-ready in record time.

Proof, Not Promises

Top pharma and biotech firms trust us to deliver – and we’ve got the results to show.

how we do it

Polly: Purpose-Built Technology for Data-Driven Discovery

Polly is Elucidata’s AI-native, data-centric platform that powers the entire discovery experience.

Here’s how it works:

Ingest

Seamlessly pull data from multiple sources, formats, and repositories.

Harmonize

Our FAIR ETL (can hover over this for full form?) engine applies curated ontologies and standardizes metadata across modalities.

Explore with Atlas

Browse thousands of harmonized datasets in one place—filter by omics type, disease, tissue, and more.

Generate Insights

Run downstream analysis, power ML models, or visualize trends—all from clean, usable data.

Trusted by the World's Leading Biopharma Players

Accelerate Your Discovery— Turn Data Into Insight, Effortlessly