Biocuration- Off-page
                     Biocuration: Breaking 
Barriers in the Use of 
Biomedical Data
Data is Available, But Not Usable
Life Sciences R&D relies on 2 trillion GB data generated every year.
Public data and databases are   
available, not usable
In-house data, often caught in 
team level silos has low 
interoperability and 
reusability
Drug Discovery Initiatives Need 
High Quality Data "The value is in the data, it is not 
in the tools. That is the one thing, 
it’s a bit of a hobby horse for me. 
One thing I always point to in 
these discussions around data, 
don’t underestimate the amount 
of time and value in doing what 
is really often difficult and not so 
Public Data rewarding directly work, like 
(scRNA-Seq)
cleaning data sets isn’t always 
fun, but it is often the most 
In-house valuable thing you can do."
Experiments
(scRNA-Seq)
-Dr. Jeffrey Reid, 
Metadata 
Files   Regeneron's Chief Data Officer
(csv,txt)
Getting to This High Quality Data Pool is Not Trivial
80% of Time 20% of Time
Source and prepare high quality data Analysis
QC and Link Data and 
Determine Download Process Raw Ready for 
Curate Metadata 
relevance Data Files Data Analysis
Metadata files
30 mins per 60 mins per 8 hours per 8-16 hours per 1-2 hours per 
dataset dataset dataset dataset dataset
A scientist can spend anywhere from days to weeks per month in 
getting their data ready for analysis.
At Elucidata we’re flipping this 80-20 ratio by building 
technology to harmonize biomedical data and make them 
ML-Ready
Elucidata’s Biocuration Platform- Polly
Making Semi-structured Biomedical Data ML-Ready
Data Polly
Sources
Polly Harmonization Engine
Harmonized Data Stored 
on your Atlas
Biocuration Workflow
Automated 
Data Metadata Manual Stream 
Acquisition Curation using Curation of Harmonized 
LLMs Custom Fields Data
Data collection is Model assisted Elucidata’s Data 
Human in the Loop 
simplified via API or curation leads to Model is data type 
allows for additional 
GUI upload to higher throughput, agnostic; Data from 
custom curation and 
curation the ability to scale to disparate sources is 
extensive QC checks 
infrastructure hundreds of curators made interoperable
Impact: Millions of Datasets Harmonized in the Past 5 Years!
Harmonization with Polly Applications Powered
● 99% accurate, customizable & 10X faster than 
● Patient Stratification
industry standard
●
● Biomarker DiscoveryMulti-Omics, Bioassays supported
●
● Target Discovery, Validation & QualificationData delivered on a 360 Degree Platform (Polly), 
complete with APIs 
● Data Management
● Allows public and in-house data integration
● Knowledge Graphs
● On-going support for evolving  data needs (Data 
● Training Models
Concierge)
Reach out to us at [email protected] or 
Book a Demo with us to learn more.