Thank You

Thank You for Contributing to the State of Impactful AI Survey

Your insights will help pinpoint where AI systems succeed — and where they struggle — when moving from research to real-world deployment. From accuracy and robustness to ethics, scalability, and sustainability, your input helps reveal where the greatest opportunities for improvement lie.

What Happens Next

We’re turning your insights into actionable findings to guide how organizations design, validate, and deploy AI that truly performs.

We’re analyzing responses across industries to uncover:

  • Where AI projects most often fall short — and why
  • How the 9 Principles of Impactful AI map to real-world success
  • What separates sustainable, scalable AI systems from short-lived experiments

Once the findings are published, you’ll receive early access to the results.

About This Research

This survey is part of a research initiative by Pixel Scientia Labs to identify the factors that determine whether AI systems succeed or fail in real-world deployment.

Insights from this research will shape:

  • A forthcoming report benchmarking common strengths and pitfalls across industries
  • Case studies spotlighting teams that exemplify robust, trustworthy AI in practice

If your organization would like to contribute a case study or participate in follow-up interviews, get in touch here.

While you wait for the results, explore more perspectives on AI that delivers real-world impact:

Keep in Touch

Subscribe to Computer Vision Insights for updates on survey findings and future research.

Or, if you’d like to explore how your organization measures up against the 9 Principles of Impactful AI, book a Pixel Clarity Call.