Olio Labs
Developer of an integrated discovery-and-validation platform that combines computational models trained on curated human clinical-outcome data with a high-throughput automated in vivo behavioral phenotyping system to prioritize and validate combination therapeutic hypotheses.
Industries
Nr. of Employees
small (1-50)
Products
Automated in vivo phenomics platform (home-cage PAD array)
Hardware and software system that records continuous rodent behavior across many cages in parallel, extracts pose and action features, and supports multivariate behavioral analyses.
Combination-design computational engine
Modeling engine that predicts therapeutic profiles (efficacy, safety, tolerability) for single agents and combinations and ranks candidates for validation.
Automated in vivo phenomics platform (home-cage PAD array)
Hardware and software system that records continuous rodent behavior across many cages in parallel, extracts pose and action features, and supports multivariate behavioral analyses.
Combination-design computational engine
Modeling engine that predicts therapeutic profiles (efficacy, safety, tolerability) for single agents and combinations and ranks candidates for validation.
Services
Software platform that models interacting biological layers to infer and rank therapeutic target combinations conditioned on biological covariates.
Parallel automated rodent behavioral screening service that converts 24-hour behavioral recordings into predictions of human efficacy, tolerability, and toxicity.
Extraction and normalization of clinical-trial and registry data using agentic pipelines with expert verification for model-ready datasets.
Software platform that models interacting biological layers to infer and rank therapeutic target combinations conditioned on biological covariates.
Parallel automated rodent behavioral screening service that converts 24-hour behavioral recordings into predictions of human efficacy, tolerability, and toxicity.
Extraction and normalization of clinical-trial and registry data using agentic pipelines with expert verification for model-ready datasets.
Expertise Areas
- Combination-therapy discovery
- Preclinical behavioral phenomics
- Cross-species translational modeling
- Automated home-cage monitoring
Key Technologies
- Automated home-cage phenotyping (96-parallel PADs)
- Computer vision and pose estimation
- Behavioral feature extraction and engineering
- Agent-driven document extraction and normalization
News & Updates
Blog post discussing how human observation affects biomedical research and clinical translation.
Technical manuscript describing the in vivo validation platform and methods for mapping rodent behavior to human outcomes.
Manuscript reporting that brief human health checks transiently mask drug-induced behavioral phenotypes in mice, assessed using a continuous home-cage monitoring platform.
Manuscript analyzing sex differences in GLP-1 signaling and side-effect profiles across species.
Company profile on a startup launch site describing use of AI to develop combination therapeutics.
Blog post discussing how human observation affects biomedical research and clinical translation.
Technical manuscript describing the in vivo validation platform and methods for mapping rodent behavior to human outcomes.
Manuscript reporting that brief human health checks transiently mask drug-induced behavioral phenotypes in mice, assessed using a continuous home-cage monitoring platform.
Manuscript analyzing sex differences in GLP-1 signaling and side-effect profiles across species.
Company profile on a startup launch site describing use of AI to develop combination therapeutics.