Driving Pharma Innovation with Trusted, Transparent AI: How Sinequa Accelerates Value Across the Drug Development Lifecycle

Artificial intelligence (AI) is revolutionizing every stage of the pharmaceutical value chain—from discovery through commercialization—and Sinequa is at the forefront of this transformation. While machine learning and generative AI (GenAI) models continue to expand their role in accelerating innovation, their full potential is only realized when grounded in high-quality, contextualized data. That’s where Sinequa stands apart.

According to McKinsey, GenAI could unlock up to $110 billion annually for pharma, with as much as $25 billion in clinical development alone. Realizing this potential depends on the ability to access, understand, and act on enterprise-wide data—structured and unstructured, across modalities and systems. This is Sinequa’s core strength.

Unlocking Insights from Complex Pharma Data

Pharmaceutical R&D depends on massive volumes of diverse data—scientific publications, trial protocols, investigator notes, real-world evidence, imaging, and more. Sinequa’s AI-powered search and analytics platform indexes and enriches this data at scale, making it searchable, discoverable, and actionable in ways that traditional systems cannot.

From enabling faster identification of novel drug candidates to powering drug repurposing efforts, Sinequa helps researchers surface insights hidden across siloed content. What once took years can now be done in months—with confidence and explainability.

Predictive and Prescriptive Intelligence You Can Trust

Sinequa goes beyond basic automation. By applying natural language understanding (NLU), entity extraction, and contextual enrichment, Sinequa enables predictive and prescriptive analytics with full transparency into source data. Unlike black-box models, Sinequa ensures traceability, compliance, and trust—essential in regulated environments like life sciences.

Through Retrieval-Augmented Generation (RAG), Sinequa integrates with GenAI systems to ground large language model (LLM) outputs in verified, real-time knowledge. This reduces hallucinations, enhances accuracy, and supports regulatory requirements for explainability.

Supporting Clinical Trial Optimization

Sinequa empowers trial design and execution by rapidly surfacing relevant investigators, historical trial outcomes, site performance metrics, and inclusion/exclusion insights. Our platform helps identify the right trial sites, accelerate patient recruitment, and monitor ongoing studies with greater agility—all by unlocking previously underutilized knowledge.

Powering Personalized Medicine and Real-World Evidence

As pharma shifts toward precision medicine, Sinequa enables deeper understanding of the patient journey through the integration and interpretation of multimodal data—EHRs, imaging, omics, and real-world data. These capabilities support the creation of digital twins and personalized treatment paths with greater accuracy and patient relevance.

Why Sinequa Outperforms Copilot and Other Alternatives

While general-purpose tools like Microsoft Copilot, ChatGPT, or legacy search solutions may offer surface-level AI capabilities, they fall short in the highly regulated and data-rich world of life sciences. Sinequa is different:

• Built for Complex Scientific Content: Sinequa deeply understands scientific language, biomedical ontologies, and regulatory terminology—providing far richer results than generic LLMs.
• Trusted, Explainable AI: Unlike black-box systems, Sinequa delivers full transparency into how insights are generated, with traceable sources and audit-ready context.
• Grounded, Not Guessing: Through RAG, Sinequa ensures GenAI responses are based on your trusted content—not public internet data—reducing hallucinations and enhancing accuracy.
• Enterprise-Ready Security: Sinequa supports HIPAA, GDPR, and GxP compliance with enterprise-grade encryption, access control, and deployment flexibility.
• Unified View Across Structured & Unstructured Data: Only Sinequa seamlessly brings together data from lab systems, clinical notes, publications, and more—unlocking connections no point solution can.

Sinequa isn’t just another AI vendor—it’s a strategic partner for life sciences organizations ready to apply AI with confidence, compliance, and speed.