Clarity &
Trust for AI

Benchmarking
Real AI Adoption
and Maturity

AIDAQInsights™ sets the standard for measuring, certifying, and benchmarking real AI adoption—cutting through the noise with clarity, accountability, and proof.

Join the Community

Born from the new standard for AI trust and accountability.

AIDAQInsights™ sets the global benchmark for measuring, certifying, and validating real AI adoption—not hype. Our mission is to bring radical clarity, context, and proof to every AI claim, empowering organizations, investors, and consumers to move forward with confidence.

Built by AI architects, designed for industry leaders.
AIDAQInsights™ was created by engineers and innovators who’ve delivered real-world AI—beyond the buzzwords. We exist to answer one question: How real is your AI?

Actionable Scoring: Quantify the depth, breadth, and impact of AI across your organization with our proprietary AIDAQ (AI Depth & Adoption Quotient) meta-cube framework.

Independent Validation: Objective, third-party audits and certifications that cut through marketing noise and surface the facts.

Clarity for Every Stakeholder: From boardrooms to buyers, regulators to recruiters—AIDAQInsights™ brings transparency, trust, and clear benchmarks to the entire ecosystem.

"Great initiative! Establishing clear standards and accountability in AI is essential. Excited to see how AIDAQInsights will shape the industry's future."

David Kahn

Chief Executive Officer

"Great initiative! Establishing clear standards and accountability in AI is essential. Excited to see how AIDAQInsights will shape the industry's future."

David Kahn

Chief Executive Officer

"Great initiative! Establishing clear standards and accountability in AI is essential. Excited to see how AIDAQInsights will shape the industry's future."

David Kahn

Chief Executive Officer

Silhouette of a researcher examining a slide under a microscope with a blue background.

Impressive metrics

Global Impact in AI

$305B+

Estimated global AI market value by 2025 (PwC, Statista)

97%

Of enterprises expect to benefit from AI adoption within the next three years (Gartner)

1 in 2

Fortune 500 companies claim “AI-powered” products—yet fewer than 20% have a standardized way to measure or benchmark true AI adoption (AIDAQInsights™ Research)

$4T

Annual value AI is projected to unlock for global businesses by 2030 (McKinsey Global Institute)

AIDAQInsights™ is raising the bar.

For the first time, leaders can cut through the noise and validate the depth, quality, and trustworthiness of AI across their organizations and the industry.

* All numbers sourced from the latest market research and industry surveys. Contact us for methodology details or references.

Our process

Strategic Pilots with Industry Leaders

We’re partnering with pioneering organizations across tech, healthcare, finance, and beyond to pilot the AIDAQ™ benchmarking framework. Each pilot is a testbed—measuring real AI depth, adoption, and impact within a live enterprise environment.

Strategic Pilots with Industry Leaders

Multi-Dimensional Scoring

Every pilot uses our meta-cube scoring model: organizations are assessed across multiple dimensions (AI Breadth, Model Quality, Responsible AI, Data Integrity, etc.), producing a detailed “cube” visualization of strengths and opportunities.

Multi-Dimensional Scoring

Collaborative Validation

AIDAQ isn’t just a survey. Our pilots combine self-attestation, technical audits, and independent expert reviews to ensure every score is credible and actionable—paving the way for true trust and industry standards.

Collaborative Validation

Public Recognition and Feedback

Pilot participants receive in-depth reporting and early access to AIDAQ badges (Top 100, Vanguard, etc.), plus the opportunity to shape the standard as founding members.

Public Recognition and Feedback

Pilot participants receive in-depth reporting and early access to AIDAQ badges (Top 100, Vanguard, etc.), plus the opportunity to shape the standard as founding members.

Public Recognition and Feedback

Pilot participants receive in-depth reporting and early access to AIDAQ badges (Top 100, Vanguard, etc.), plus the opportunity to shape the standard as founding members.

Scaling for the Future

Insights and learnings from our pilot phase will power the public launch of AIDAQ certification—enabling organizations everywhere to prove, compare, and communicate their real AI advantage.

Scaling for the Future

Insights and learnings from our pilot phase will power the public launch of AIDAQ certification—enabling organizations everywhere to prove, compare, and communicate their real AI advantage.

Scaling for the Future

Insights and learnings from our pilot phase will power the public launch of AIDAQ certification—enabling organizations everywhere to prove, compare, and communicate their real AI advantage.