Accelerating Drug Discovery Through AI

OCSR.ai is a Chemical Intelligence Engine built by Rasayan Labs Inc., founded in 2025. We provide researchers with a single platform to search, analyze, and predict the behavior of molecules at scale.

What We Do

Molecular Search

Search across 1.3 trillion molecules by SMILES, InChIKey, IUPAC name, molecular formula, or CAS number. Results are returned in milliseconds with full structural data.

Structure Recognition

Our optical chemical structure recognition engine achieves 93.2% accuracy on handwritten molecular structures, allowing researchers to digitize notebooks and legacy literature.

Similarity Search

Find structurally similar compounds using Morgan fingerprints and Tanimoto similarity scoring across our entire molecular database.

ADMET Predictions

AI-powered absorption, distribution, metabolism, excretion, and toxicity predictions help researchers evaluate drug candidates before synthesis.

Retrosynthesis Planning

Automated retrosynthetic analysis identifies viable synthesis routes, drawing on over 40 million known chemical reactions.

Literature Mining

Comprehensive literature and patent mining surfaces relevant publications, experimental procedures, and prior art for any compound.

Our Mission

Drug discovery is slow, expensive, and often fails in late stages. We believe AI can change that. OCSR.ai brings together molecular intelligence, predictive modeling, and chemical literature into a single, free platform -- giving every researcher access to tools that were previously available only to large pharmaceutical companies.

Platform at a Glance

1.3T

Molecules searchable

93.2%

OCSR accuracy

40M+

Chemical reactions

Free

For researchers

API Access

OCSR.ai's proprietary services -- including Image-to-SMILES (OCSR) recognition, Tanimoto similarity search, ADMET predictions, and Darvi AI -- are available exclusively through the OCSR.ai platform. All API endpoints are authenticated and rate-limited.

Automated scraping, bulk data extraction, and unauthorized programmatic access are prohibited under our Terms of Service.

For API access, enterprise licensing, bulk data partnerships, or research collaborations, contact [email protected].

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