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technologies

AI & Data Science Unit

The Life Sciences landscape is flooded with information. Most of it is noise. The edge goes to those who identify what matters first.

Larka turns fragmented signals into decision-ready intelligence.

Built by data scientists and backed by 30+ years of Life Sciences consulting expertise, our AI & Data Science Unit monitors the ecosystem, connects what others miss, and surfaces what matters so you move first, with confidence.

SOURCES

We track the biopharma ecosystem through the sources that move markets

Clinical trial registries and regulatory database Clinical trial registries and regulatory database
Media and press releases Media and press releases
Company disclosures & corporate materials Company disclosures & corporate materials
Patents and scientific literature Patents and scientific literature
Conference abstracts and posters Conference abstracts and posters
Proteomics and genomics database Proteomics and genomics database
THE PROCESS

How we turn signals into decision-ready intelligence

Sources Ingestion

APIs, web scraping, and AI-driven crawling continuously collect data across all relevant sources

Data Structuring

LLM-based extraction and OCR transform unstructured content into structured entities and relationships.

Normalization & Resolution

Ontologies, embeddings, and entity resolution unify terminology and consolidate fragmented information.

Enrichment & Connection

Classification and knowledge graphs connect assets, companies, and events into a coherent dataset.

Decision Intelligence

Semantic search, RAG, graph queries, and predictive models surface insights, prioritize opportunities, and guide action.

KEY FIGURES

Unmatched coverage. Proven scale.

1M+
Clinical trials continuously monitored across global registries
10k+
Signals processed, classified, and connected every day
50+
Clients already leveraging our AI & Data Science platform
WHAT YOU UNLOCK

Turn intelligence into advantage

For Contract Services & Products Suppliers BD teams

For Contract Services & Products Suppliers BD teams

Gain real-time visibility on demand signals, pipeline activity, customers reorganization and competitor moves so you engage earlier, position with precision, and win ahead of demand.

For Pharma external innovation, S&E and BD&L teams

For Pharma external innovation, S&E and BD&L teams

Surface the right assets or technologies across the R&D pipeline and innovation ecosystem so you scout faster, prioritize better, and act ahead of competitors.

For Private Equity Investment teams

For Private Equity Investment teams

Detect high-potential companies, benchmark across the ecosystem and track strategic dynamics so you identify proprietary opportunities, validate faster, and invest ahead of the market.

For Pharma Sourcing & Procurement teams

For Pharma Sourcing & Procurement teams

Monitor supplier landscapes, capacity expansions, regulatory warning, reorganization and partnership activity so you anticipate risks, secure supply, and optimize sourcing decisions.

Ready to talk?

Get in touch with our AI & Data Science experts

Contact us