TrustStrategy Launches AI Trust Evaluation Engine, Redefining What It Means to Trust Artificial Intelligence

On January 28, 2022, TrustStrategy, a leader in digital trust infrastructure, officially launched its groundbreaking AI Trust Evaluation Engine, a first-of-its-kind platform designed to quantify and verify the trustworthiness of artificial intelligence systems. This innovation marks a significant step forward in addressing the growing public and regulatory concern around AI transparency, bias, and safety.

In a world increasingly governed by algorithms — from healthcare diagnostics and autonomous vehicles to recruitment systems and legal tech — the question of “Can we trust AI?” is no longer philosophical. It’s urgent.

“Artificial intelligence should not be a black box,” said Dr. Iris Nakamura, Head of AI Integrity at TrustStrategy. “With our Trust Evaluation Engine, we’re bringing accountability, explainability, and fairness into the heart of AI deployment.”

How the AI Trust Evaluation Engine Works

The AI Trust Evaluation Engine is a modular assessment platform that systematically analyzes AI models, datasets, and decision outputs across multiple dimensions, including:

• Fairness: Does the AI treat individuals equitably across demographics?

• Transparency: Can the reasoning behind the output be traced and explained?

• Robustness: Is the system resilient to manipulation or adversarial inputs?

• Compliance: Does it meet current ethical, legal, and industry-specific standards?

Using a combination of AI auditing algorithms, model behavior analysis, and human-in-the-loop oversight, the engine generates a Trust Score™ — a standardized, interpretable rating that organizations can use internally or disclose to regulators and the public.

AI Governance Meets Real-World Use Cases

TrustStrategy’s engine is already being piloted across multiple sectors, including:

• Financial institutions validating credit scoring algorithms for regulatory compliance

• Healthcare providers auditing AI diagnostic tools to mitigate bias and increase patient safety

• Tech companies embedding trust scoring into ML pipelines to monitor real-time model drift

“This is more than risk management — it’s trust by design,” added Dr. Nakamura. “We're giving companies a way to operationalize responsible AI at scale.”

Global Implications

The release of the AI Trust Evaluation Engine comes amid rising pressure from global regulators. The EU’s proposed AI Act, as well as similar frameworks emerging in the U.S., Canada, and Asia, all call for greater transparency, auditability, and oversight of AI systems.

TrustStrategy’s solution aligns with these trends by offering a practical, scalable approach to AI governance and assurance, helping organizations move from compliance to leadership in ethical innovation.

A New Standard for Trustworthy AI

Industry experts have lauded the move as a potential industry standard-setter.

“AI trust is now a competitive advantage,” said Mira Thomas, Director of Digital Policy at the Global AI Forum. “With this launch, TrustStrategy is helping define the future of responsible, human-aligned AI.”