Knolens by Pienomial is an enterprise AI platform designed to help organizations build, govern, and scale AI on trusted knowledge. At its core is a powerful AI memory layer that transforms fragmented data into a living, structured knowledge platform.
Real, measurable impact delivered across regulatory, operational, and product performance metrics for enterprise teams.
Knolens enables faster dossier preparation by reusing traceable evidence, structured knowledge, and explainable reasoning. Teams move from manual compilation to continuous, audit-ready submissions with confidence.
By eliminating repetitive review cycles and manual synthesis, Knolens dramatically lowers the cost of evidence discovery and validation. Analysts focus on decisions, not document hunting.
With persistent knowledge memory and expert-validated intelligence, Knolens surfaces risks earlier across R&D, trials, and market signals. Decisions are grounded in verified data, not assumptions.
Knolens ensures full traceability from data source to decision, enabling early detection of compliance gaps and signal inconsistencies. This reduces downstream failures, recalls, and regulatory exposure at scale.
Most AI tools today are built for speed and experimentation, not for trust, governance, or real-world decision-making. They rely on opaque models, uncontrolled data sources, and disconnected workflows, which often lead to hallucinations, inconsistent outputs, and serious enterprise risk.
In regulated and high-stakes environments, this approach breaks down. Financial institutions, life sciences teams, and public sector organizations need AI systems that can explain why an answer was generated, trace where it came from, and operate within strict security and compliance boundaries.
This is why enterprises need more than LLMs.
They need a trusted AI platform that provides traceability, governed access to knowledge, and full control over data and models. A platform where AI is grounded in enterprise-owned intelligence, not probabilistic guesswork.
Knolens was built precisely for this reality, enabling explainable, auditable, and enterprise-grade AI that organizations can trust in production.
Knolens is built on three foundational principles that define how enterprise AI should operate.
Your data, insights, and institutional knowledge remain fully owned and controlled by you. Knolens ensures that enterprise knowledge is preserved, reusable, and never exposed or repurposed without permission.
The platform is designed to work with any AI model while maintaining strict security and governance standards. This allows enterprises to avoid vendor lock-in while minimizing risk and ensuring long-term flexibility.
Knolens integrates seamlessly with existing systems, data sources, and workflows. Its modular architecture enables organizations to scale AI adoption across teams and use cases without reengineering their technology stack.
AI without memory, context, and governance cannot be trusted to drive real decisions.
We believe intelligence must be built on structured, validated knowledge rather than prompts or probabilities. AI should reason over trusted information, not generate assumptions.
Enterprise AI must be explainable, auditable, and predictable by design. If a system cannot clearly show how an answer was produced, it cannot be trusted for real-world decisions.
Organizations should own their data, models, and intelligence layers. Knolens is built to eliminate dependency on black-box AI systems and give enterprises full control over their knowledge.
Our platform is designed for regulated and high-stakes environments where accuracy matters more than speed. Every output is traceable, defensible, and aligned with enterprise governance needs.
Knowledge should grow more valuable over time, not disappear after each query. Knolens ensures every insight strengthens the system, creating a continuously evolving intelligence layer.
Unlike LLMs constrained by context windows, Knolens uses a persistent knowledge layer that retains full historical and domain context. This enables deep, longitudinal analysis without loss of accuracy or meaning.
Every solution is built on domain ontologies and structured knowledge models, not generic embeddings. This ensures high relevance, precision, and explainability across complex enterprise use cases.
Knolens does not rely on opaque vector databases or forced LLM usage. You choose which models to use, or none at all, without compromising performance or accuracy.
All data remains within your environment. No prompt leakage. No model training on your data. Full control over where systems run, how data is accessed, and how intelligence is generated.
Enable evidence-driven research, clinical intelligence, and regulatory analysis using traceable, governed AI built for complex scientific data and compliance-heavy environments.
Support market intelligence, risk analysis, and strategic decision-making with AI grounded in structured knowledge and controlled data access.
Accelerate research, analysis, and client deliverables with reusable knowledge assets, explainable insights, and faster time-to-impact.
Power sovereign, secure, and auditable AI systems that support policy analysis, intelligence workflows, and long-term institutional memory.
Unify data, workflows, and decision intelligence with Knolens, a secure, explainable, and governed enterprise AI platform. Enable customer-owned deployments, 100% traceability, and scalable AI systems built for long-term strategic advantage.
Purpose-built intelligence for pharma and life sciences with traceable, regulatory-ready outputs.
Explainable AI supporting risk analysis, forecasting and audit-ready reporting.
Reusable intelligence workflows enabling defensible, client-ready insights.
Unified intelligence layer connecting fragmented enterprise data.
Secure, governed AI intelligence with full data sovereignty.

Transform complex data into strategic clarity — with always updated evidence to accelerate drug development, HEOR, regulatory, and market access decisions.
Why Knolens?
Unified Intelligence Hub: Integrated knowledge graph platform powered by diverse public and internal datasets for seamless cross-team alignment
Flexible & versatile: Supports all indications of your choice and easy integration into your systems, processes and IT environments
Speed & Precision: Get evidence backed answers in minutes—no manual review bottlenecks. Compatible with workflows across Clinical, HEOR, Regulatory, and Market Access
Experience access to Knolens’s modules that deliver with industry-leading accuracy with ensuring zero hallucination and full traceability.