Authentrics.ai has launched it’s MRI capabilities on the Google Cloud Platform
Founder and Chief Executive Officer John Derrick will also be a part of the "2025 Google Startups Innovate" program.
Authentrics.ai, founded by Knoxville-based John Derrick, has officially launched its Machine-Learning Resilience Infrastructure (MRI) software on the Google Cloud Platform. This milestone introduces a new layer of governance and transparency for organizations leveraging artificial intelligence (AI), machine learning (ML), and large language models (LLMs).
The MRI platform addresses long-standing concerns around model trust, compliance, and operational resilience. It is designed to provide unmatched visibility, control, and correction over frontier AI models.
The announcement aligns with Google Cloud Next Conference, where Derrick is set to discuss the growing importance of AI transparency and resilience in enterprise use cases.
The ultimate goal of integrating the Authentrics.ai MRI onto the Google Cloud Platform is to solve the AI “black box” issue. Foundation AI models, especially deep-learning neural networks, often make it difficult for users to fully interpret or trace their behavior.
It will help measure AI model health in near real-time, attribute results directly to specific training datasets and model versions, correct past training effects without the need for full retraining, and conduct sensitivity analyses and meta-tuning for enhanced model performance.
The MRI tool integrates into existing AI/ML pipelines, and enables seamless deployment and scalability for enterprises in high-stakes industries such as finance, healthcare, government, and defense. By tapping into Google Cloud’s robust infrastructure, organizations can better align with regulatory frameworks and internal AI governance policies.
“AI governance is no longer optional,” said Derrick. “Businesses need direct insight and control over how their AI models operate. Our Machine-Learning Resilience Infrastructure provides this, allowing organizations to mitigate AI risks while maximizing performance. Google Cloud’s scale and security make it the ideal platform for this next-generation AI resilience solution.”
In addition to launching MRI, Authentrics.ai will also participate in the 2025 Google Startups Innovate Program. This program supports a select group of hypergrowth startups that are developing disruptive products and tackling complex global challenges.
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