API contract
Endpoints for search, assay routing, experiment package preparation, and CRO/CDMO matching endpoints.
Drug Discovery and Validation for Agentic AI
Connecting AI to biopharma
Nuoli Health builds routing tools and intelligence for bots, agents, and drug developers to turn AI-generated biotech ideas into executable preclinical work: assay selection, CRO/CDMO provider matching, experiment scoping, and RFQ-ready work packets.
1
Specify your request
Identify modality, disease area, discovery stage, study type, assay needs, and execution constraints.
2
Intelligently orchestrate next steps
Map the request to in vitro, in vivo, ADME/DMPK, toxicology, formulation, CMC, or other provider categories.
3
Match CRO/CDMO providers
Search by assay type, disease area, modality, certification, geography, turnaround, and production fit.
4
Prepare experiment packet
Generate structured work packets that CRO/CDMOs can intake, quote, and execute.
Agent Infrastructure
Machine-readable discovery workflow
Nuoli Health makes the infrastructure for long-running agents and developers, not broad consumer traffic. The primary outputs are API contracts, MCP tool descriptions, agent manifests, and structured metadata.
Tool registry
Agent-facing tool list for classifying biotech requests, finding providers, and preparing experimental work.
Discovery hints
Plain-language and JSON manifests for crawlers, agents, and developer tooling.
Routing EXPERIMENTAL REQUIREMENTS
Biopharma testing at AI speeds
Nuoli Health provides the rails that are needed for AI to quickly and accurately traverse complex scientific, operational, and provider interactions.
From idea to IND-enabling
- Target validation
- Hit finding and lead optimization
- Mechanism-of-action studies
- Preclinical candidate profiling
- IND-enabling studies
Experimental fit
- Cell-based assays
- Biochemical and protein assays
- ADME/DMPK
- In vivo efficacy models
- Toxicology and safety pharmacology
CRO/CDMO matching
- Specialized biology CROs
- Medicinal chemistry CROs
- Preclinical in vivo CROs
- Analytical and bioanalytical labs
- Formulation, CMC, and CDMO partners
LibraryStatic discovery endpoints
APIContract-first design
MCPAgent tool surface
CRO/CDMOProvider matching focus
Example Agent Task
Find CROs for alpha-synuclein Parkinson's disease assays using SH-SY5Y cells, PFF seeding, neurite toxicity endpoints, and follow-on ADME/DMPK provider options for lead optimization.
Resources