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    Research & Publication

    Peer Reviews Survey

    Building a trusted digital future through safety, trust, and responsibility Connecting global research for innovation and governance

    Open Surveys

    Global Standards Through Insights

    We’re exploring how enterprises are preparing for the agentic shift in identity governance.

    This survey will help us better understand

    How organizations are discovering, governing, and securing AI agents at runtime;Strategies for ensuring traceability and maintaining human oversight as AI-driven operations scale;The compliance challenges posed by complex, autonomous systems;Emerging gaps in identity orchestration for the next era of governance;Take this survey by October 17 for a chance to win a $50 Amazon gift card or Apple AirPods.

    27
    Nov
    2025

    We’re investigating how companies are adapting data governance frameworks for generative AI.

    This survey will help us better understand:

    Current approaches to training data provenance and model output validation；Methods for maintaining data quality across AI lifecycle stages；Challenges in managing copyright compliance and ethical data sourcing；Gaps in governance protocols for multimodal AI systems.Complete this survey by November 15 for a chance to win a $100 tech gift card or premium software subscription.

    31
    Dec
    2025

    We’re examining how organizations are implementing AI security testing standards.

    This survey will help us better understand:

    Current practices for vulnerability scanning in machine learning pipelines;Strategies for adversarial testing and model hardening;Resource allocation for AI security versus traditional cybersecurity;Barriers to implementing comprehensive testing frameworks.Share your insights by December 1 to enter a drawing for a cybersecurity conference pass or hardware security module.

    27
    Nov
    2025

    We’re mapping how enterprises are preparing workforce for AI transformation.

    This survey will help us better understand:

    Strategies for reskilling employees in AI-augmented roles;Approaches to managing organizational change during AI adoption;Investment priorities in AI literacy programs versus technical training;Methods for measuring ROI on AI workforce development;Participate by October 30 for a chance to win a $200 online learning platform voucher or executive coaching session.

    27
    Nov
    2025

    We’re studying how financial institutions are managing AI regulatory compliance.

    This survey will help us better understand:

    Implementation challenges for EU AI Act and global AI regulations;Approaches to documentation and audit trail requirements;Resource allocation for compliance versus innovation;Strategies for interpreting ambiguous regulatory language;Complete the survey by November 28 to be eligible for a $250 gift card or regulatory compliance software package.

    27
    Nov
    2025

    We’re analyzing how healthcare organizations are validating clinical AI systems

    This survey will help us better understand:

    Current protocols for clinical validation and performance monitoring;Approaches to addressing algorithm bias and ensuring equity;;Integration strategies with electronic health record systems;Barriers to implementing real-time model updating mechanisms;Share your experience by December 12 for a chance to win a medical conference registration or digital health monitoring device.

    27
    Nov
    2025
    01 06

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