# Daliscia

> Daliscia (Data Life Science + AI) is an independent advisory and delivery partner that brings applied AI to life science — drug discovery & R&D, manufacturing & quality, and ag-biotech & crop science. We help organisations move from honest AI strategy to working, production-grade systems that respect their science and quality frameworks.

Daliscia is independent: no reseller quotas, no platform to push. Engagements typically begin with a short discovery call, followed by a strategy sprint or a proof-of-concept on representative data, then production delivery and team enablement. Work can be performed within regulated (GxP) environments with awareness of 21 CFR Part 11 and EU Annex 11.

Contact: eliot@daliscia.com

## Pages

- [Home](https://daliscia.com/): Overview of Daliscia and applied AI for life science.
- [Services](https://daliscia.com/services): AI strategy & roadmaps, rapid prototyping & PoCs, production-grade AI systems, scientific knowledge & literature AI (RAG), regulated/GxP-aware AI, and team enablement / fractional AI leadership.
- [Sectors](https://daliscia.com/sectors): Drug discovery & R&D, manufacturing & quality, and ag-biotech & crop science — three use cases per sector.
- [Work](https://daliscia.com/work): Shipped products and reference implementations — Genlabai (ailabgen.com) and CFR21 (cfr21.com).
- [About](https://daliscia.com/about): Mission, independence, and values — science first, honest by default, trustworthy systems, capability not dependency.
- [Contact & Book](https://daliscia.com/contact): Book a free 30-minute discovery call via Proton Calendar, send a message via Tally, or email eliot@daliscia.com.

## Services

- AI Strategy & Roadmaps: Opportunity mapping, build-vs-buy and vendor due diligence, prioritised costed delivery roadmaps.
- Rapid Prototyping & PoCs: Working proofs-of-concept on representative data with quantified accuracy and ROI baselines.
- Production-Grade AI Systems: Robust LLM and ML pipelines with evaluation, monitoring, and human-in-the-loop.
- Scientific Knowledge & Literature AI: Retrieval-augmented (RAG) systems that surface cited answers from literature, internal documents, and lab data.
- Regulated & GxP-Aware AI: Validation and documentation support, audit trails, data-integrity controls; deviation, CAPA, and batch-record assistants.
- Team Enablement & Fractional Lead: Workshops, playbooks, fractional AI/data-science leadership, and hiring roadmaps.

## Sectors

- Drug discovery & R&D: AI lab protocol generation, multi-omics target triage, discovery literature intelligence.
- Manufacturing, quality & operations: FDA regulatory research, batch record review, deviation & CAPA assistance.
- Ag-biotech & crop science: Genomic selection, phenotyping at scale, multi-environment trial modelling.

## Work (shipped products)

- [Genlabai](https://ailabgen.com): AI-powered lab protocol generation — agents search literature and data to draft reproducible protocols, with human-in-the-loop refinement and API integration.
- [CFR21](https://cfr21.com): AI-powered FDA regulatory assistant — cited answers on 21 CFR, FDA guidance, clearances, approvals, and trials from a 1M+ data-point knowledge graph.

## Contact

- Email: eliot@daliscia.com
- LinkedIn: https://www.linkedin.com/company/daliscia