Rancho BioSciences
Rancho BioSciences offers a wide range of data services for pharmaceutical, biotech, academic, and government clients, specializing in AI, ML, bioinformatics, and data curation.
Services
Rancho BioSciences offers a comprehensive range of services encompassing AI, ML, NLP, bioinformatics, and CDISC services. The company specializes in data integrity, data technology, data management, data empowerment and innovation, imaging data, knowledge mining, LLM, proteomics, publication services, and more. Additional services include QC management, quality assurance, subject matter expertise, toxicology, and target reports. Rancho BioSciences also provides data curation services for pharmaceutical and biotech companies, academic institutions, foundations, and government organizations.
Data Curation and Management Services
Rancho BioSciences supports extensive data curation and management services for various sectors. The company works with life science data types such as clinical trials, genomics, gene variants, assays, chemistry, microbiome, flow cytometry, and imaging data. They are platform-agnostic, capable of formatting data for commercial, internal, and public platforms. Additionally, Rancho BioSciences provides automated and manual services for data harmonization, aligning data with standards like CDISC and OMOP. Terminology services include semantic data integration, customized terminology and ontology services, nomenclature mapping and cross-referencing, training, and support services.
Bioinformatics Services
Rancho BioSciences delivers comprehensive bioinformatics services. These services include single-cell transcriptomic analysis, processing and analysis of multimodal data, genetic variant detection, and pathway analysis. The company has also launched the Single-Cell Data Science Consortium to provide harmonized single-cell experiments more quickly and cost-effectively. The Spatial Innovation Initiative (SII) was established to deliver harmonized spatial transcriptomics datasets more rapidly and efficiently.
Artificial Intelligence and Machine Learning Solutions
Rancho BioSciences develops custom AI/ML models for predictive toxicology, survival analysis, cellular phenotype classification, and disease signature analysis. The company validates the performance of AI/ML algorithms to ensure accuracy and reliability. They specialize in natural language querying (NLQ) for making internal and public datasets accessible across large organizations. Rancho BioSciences leverages large language models (LLMs) to offer diverse services, including natural language processing, information extraction, semantic search, prompt engineering, and fine-tuning.
Data Technology and Innovation
Rancho BioSciences combines deep scientific knowledge and technical expertise in software engineering to provide both custom and off-the-shelf solutions. The company offers data management, data governance, and data modeling services. High-quality imaging data services include data modeling, aggregation, curation, and analysis. They utilize automated tools such as the categorization tool (CAT) for efficient project completion and an automatic quality control (QC) tool for streamlining data model alignment. An internal portal with a searchable interface supports project acceleration by offering a curated inventory of existing resources.