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Transform Life Sciences Data into Actionable Strategic Intelligence.
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Knolens Platform transcends conventional RAG (Retrieval-Augmented Generation) architectures by embedding proprietary Knowledge Graphs that enhance accuracy, completeness, and traceability across all outputs.This unique approach ensures a seamless flow from data collection through to user interaction — powered by advanced AI models and supported by cutting-edge cloud infrastructure.
By integrating knowledge graphs at its core, Knolens delivers a domain-specific, scalable, and highly reliable intelligence platform — enabling faster, smarter, and more confident decision-making across the entire drug development and commercialization journey.
Knolens aggregates, normalizes, and validates data streams from diverse global sources:
This data hub ensures that Knolens Platform is continuously fed with fresh, credible, and comprehensive data across the therapeutic, regulatory, clinical, and market access landscapes.
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The Knowledge Graph layer structures raw data into interconnected, domain-specific knowledge networks — surfacing hidden relationships across therapies, trials, endpoints, market dynamics, and regulatory pathways.
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Using state-of-the-art machine learning, domain-specific NLP, and small language models fine-tuned for life sciences, Knolens Knowledge Graphs enable: Intelligent cross-source correlation, Context-preserving entity extraction and Dynamic scenario building and what-if analyses
Deeper Insights for Better Decisions
By revealing patterns and dependencies invisible to traditional search methods, Knowledge Graphs empower teams to make faster, more informed strategic decisions across drug development and commercialization functions.
Designed for Decision-Makers:
The Presentation Layer brings the intelligence embedded in the Knowledge Graphs to users through intuitive interfaces — allowing fast querying, scenario simulation, comparative analyses, and bespoke report generation.
Instant Answers, Full Traceability
Through interactive dashboards, advanced search capabilities, and chat-based query interfaces (KnolQuest, Edge, Nexus modules), users can:
Knolens transforms static datasets into living, actionable intelligence tailored for Clinical, Regulatory, HEOR, Market Access, Medical Affairs, and Executive Strategy teams.
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Trusted by global pharma, biotechs, and life sciences leaders
Knolens has transformed the way we work. Pienomial's relentless focus on innovation helps us stay ahead in a highly competitive landscape.
With Knolens, what used to take weeks of manual review now takes minutes—and we can trust every result.
Knolens has transformed the way we work. Pienomial’s relentless focus on innovation helps us stay ahead in a highly competitive landscape.
With Knolens, what used to take weeks of manual review now takes minutes — and we can trust every result.
