Norstella AI

Norstella supports faster decisions with AI, from pipeline to patient

AI is only as good as the data behind it. Norstella brings together the gold standard of data across forecasting, clinical trials, and market access into one trusted foundation for decisions across the drug development lifecycle. Norstella data is AI ready and has been cleansed, harmonized, and tokenized. And we’re infusing AI into everything that we do.

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Clinical development leaders say they will increase investment in AI and data platforms in the next 12 months.

Source: Norstella 2024 Quant Study of Clinical & Strategy Leaders

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Ranked 4th – Most Innovative Data Science Company 2025—across all industries

AI at Norstella

With an AI engine trained on the most trusted life-sciences data in the industry, Norstella can unlock better decisions from forecasting and trial design to market access and patient activation, faster and more accurately than ever before.

AI copilots embedded in daily workflows

Smart recommendations surfaced in context

Predictive models for strategic planning

Autonomous actions that reduce manual lift

The foundation: NorstellaLinQ

As the largest linked patient-level data asset in the industry, NorstellaLinQ adds unmatched real-world depth, opening the door to entirely new questions and insights.

Linked and harmonized

74B+ data points across trials, treatments, outcomes, and access to ensure accuracy, traceability, and trust.

Built by experts, for experts

Structured by Norstella’s clinical, commercial, and data science teams to reflect real-world pharma questions, not theoretical use cases.

Designed to scale

Unified infrastructure enables solutions across every Norstella brand through APIs, dashboards, integrated products, and custom feeds.

Questions about AI-powered decisions—answered

What does AI-powered decision-making mean in life sciences?

AI-powered decision-making in life sciences uses advanced analytics, machine learning, and real-world data to generate insights that help teams make faster, more accurate decisions across clinical development, commercialization, and market access.

How does Norstella use AI to improve decision-making?

Norstella embeds AI across its solutions to deliver predictive insights, smart recommendations, and workflow automation—helping teams move from data to action faster across the drug development lifecycle.

What types of decisions can AI support in pharma?

AI supports a wide range of decisions, including clinical trial design, patient identification, portfolio prioritization, forecasting, market access strategy, and commercialization planning.

What data powers Norstella’s AI solutions?

Norstella’s AI is powered by a fully integrated, tokenized dataset combining real-world data, clinical, regulatory, and commercial intelligence—ensuring insights are accurate, connected, and actionable.

What is NorstellaLinQ and why is it important?

NorstellaLinQ is Norstella’s integrated data foundation, linking billions of data points across patient journeys, treatments, and outcomes to enable deeper insights and more confident decision-making.

Citeline's Protocol Smart Design

Powered by industry leading Trialtrove data, instantly generate primary endpoints and inclusion / exclusion criteria to develop clinical trial protocols for teams to review, refine and finalize protocols all in one place.

MMIT's Searchlight

Delivering curated, high-impact policy change alerts within 24-48 hours, enabling teams to act fast, reduce manual research, and stay competitive. With AI-powered summaries, clear visual comparisons, and user-level personalization, Searchlight turns noisy policy updates into targeted, strategic insights.

Panalgo's Ella AI

Conversational, AI-powered assistant enabling deeper, contextually relevant interactions. Made for asking questions in plain language and getting answers fast. Built into the backbone of IHD, it transforms how life sciences teams build cohorts, generate insights, and make decisions.

AI that grows with you

Our AI capabilities are built to evolve—transforming data into insight, insight into action, and action into impact. Our tools enable solutions across every stage of AI maturity:

Perception & ingestion

See everything, instantly. AI processes structured and unstructured data in real time.

Understanding & representation

Examine context, not just data. AI surfaces patterns to help you make more informed, confident decisions about your landscape.

Prediction & simulation

Answer “what happens if…?” with AI. Avoid surprises and delays by modeling real-world scenarios in advance.

Decision support & recommendation

Optimize for what matters most. Leverage LLMs and AI copilots to help you get where you need to be faster and more efficiently.

Autonomous execution

Lower manual lift. AI takes action based on predicted outcomes, with humans in the loop where it counts.