Why partner with us
Domain‑specific Fine‑Tuning
We adapt LLMs for pharma R&D, clinical workflows, and regulatory content, improving accuracy on specialized vocabularies and tasks.
RAG for Regulated Data
Deploy retrieval‑augmented generation pipelines with security, audit logging, and regulatory compliance (GxP, HIPAA, GDPR).
Compliance‑by‑Design
Our infrastructure and pipelines are designed for ISO 27001, HIPAA, FDA 21 CFR Part 11, and EU Annex 11 environments.
Multimodal AI
Support for structured lab data, documents, PDFs, DICOM, and sensor data to fine‑tune or ground AI models.
Co‑Development Programs
Collaborative partnership for IP‑retaining fine‑tunes, joint pilots, and validation studies.
Interoperability First
FHIR, HL7, CDISC, and LOINC standards baked into preprocessing and retrieval pipelines for smooth integration.
- Clinical literature summarization & insight extraction
- Regulatory document Q&A (SOPs, STPs, submission dossiers)
- Pharmacovigilance case triage with retrieval grounding
- R&D knowledge base assistants (wet lab + in silico)
- Medical device manuals, LIMS data, and SOP integration for contextual answers
Fine‑Tuning Targets
- Open‑source LLMs (LLaMA, Mistral, Falcon, etc.)
- Enterprise API models via adapters
- Instruction tuning & domain task‑specific heads
RAG Infrastructure
- Vector DBs (PGVector, Pinecone, Weaviate)
- Structured + unstructured preprocessing
- Query rewriting, hybrid search, evaluation harness
We offer flexible engagement models:
- Joint research and co‑development programs
- Dedicated fine‑tuning & RAG implementation projects
- White‑label AI solution building for CROs, manufacturers, and labs
- Long‑term strategic AI partnerships for regulated industries
Let's co‑create AI for Pharma & Healthcare
Get in touch to discuss fine‑tuning programs, RAG pilots, and strategic partnerships.