Aetion Activate

Aetion® Activate is a secure, flexible collaboration workbench designed to streamline real-world data (RWD) preparation for life sciences teams. It handles data cleaning, table joining, and complex querying so that analysts, biostatisticians, and data scientists can spend less time wrangling data and more time generating insights. Activate is part of the broader Aetion software suite and is built for organizations that need consistent, analysis-ready datasets produced quickly and reproducibly.

By combining built-in UI guardrails with centrally managed definitions, Activate enables teams to prepare datasets with confidence and move seamlessly into hosted coding environments such as RStudio — all with full audit trails and reproducibility baked in.

Who Activate Is Built For

• RWD analysts and biostatisticians: Rapidly define variables and cohorts to move directly into complex statistical analysis without lengthy data preparation cycles.
• Data scientists: Get data ready to train predictive models in exactly the format required, reducing setup time and minimizing errors.
• Data providers: Prepare data to share with customers in its most usable format and automate feasibility analyses in minutes.

Core Capabilities

• Data transformation with flexibility and control: Minimize risk and reduce costs associated with errors in data cleaning and preparation through guardrailed, structured workflows.
• Consistent cohort and measure definition: Reduce time from data to results by up to 80% using reusable, customizable point-and-click algorithms that ensure consistency across studies and teams.
• Unified no-code and code collaboration: Bring together no-code and code-based users on a single platform, working from the same source of truth to eliminate silos and discrepancies.

Key Features

• Measures: Provide a shared source of truth for algorithms and variable definitions across studies and teams. Quickly set up complex queries that come with interpretable plain-text descriptions for transparency and clarity.
• Data Views: Purpose-built workflows to prepare a dataframe or table at any level of analysis — such as the patient level or event level — with ease and precision.
• Workspaces: Embedded secure coding environments, including RStudio, within Activate that support collaborative coding directly alongside prepared data.
• Outputs: Results and plots are stored alongside snapshots of the analysis environment and scripts, providing full audit trails to ensure traceability and reproducibility across all studies.

Activate is designed to integrate naturally into existing scientific workflows, supporting both point-and-click and programmatic approaches within a single governed platform. As part of the Aetion suite — which also includes Discover, Substantiate, and Generate — Activate serves as the data preparation foundation that enables teams to move confidently toward decision-grade real-world evidence generation.