AI Trust Platform

The NuEnergy.ai Machine Trust Platform™ is a unique cloud-based software platform to measure, monitor and build trust in your artificial intelligence (AI) technology – whether you’re developing it, procuring it, or deploying it. It measures essential trust categories including privacy, ethics, transparency, and bias metrics and protects against the risks of AI drift.

The Machine Trust Platform actively monitors and measures trust in AI systems and allows your organization to manage trust in its AI inventory over time, with effective reporting.

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Machine Trust Platform Features:

  • AI benchmarking: Benchmark and measure AI trustworthiness to a predefined index
  • Measure trustworthiness: Measure the trustworthiness of machine learning algorithms on dimensions including privacy, bias, and explainability
  • Global governance tools and standards: Integrate qualified governance tools and standards from global providers
  • Dashboards and reporting: Build and share dashboards reporting against AI Governance standards and identifying areas requiring improvement
  • Self-assessment scorecards: Create and monitor scorecards for AI Governance by organization or AI model

Machine Trust Platform Benefits:

  • Track and record due diligence
  • Be alert and responsive to AI issues and drift
  • Engage actively in mitigating and monitoring AI risks
  • Build trust with your customers and/or investors
  • Gain competitive advantage and differentiation on ethical AI
  • Create a motivated culture for hiring and retaining key employees
  • Stay ahead on legislation and societal course corrections
  • Protect your reputation as AI risks increase

Machine Trust Platform Components:

Self-assessments with Reviews and Mitigations, at both the Organization and Use Case Levels:

AIGS:
Artificial Intelligence Governance Scorecard (AIGS) is a tool built into the platform to help you gain awareness on areas of potential concern both in your organizational approach and in specific AI models/technology.

Global Frameworks and Standards:
The Machine Trust Platform can address evolving AI trust needs through a platform that is open to integrate many different types of trust-monitoring algorithms and trust-related tools for AI. For example, as an approved vendor on the Government of Canada AI Source list, NuEnergy.ai was the first company to integrate the Treasury Board Secretariat Algorithm Impact Assessment (AIA) under license from the Government of Canada. This extensibility to incorporate trust tools such as the AIA from a diversity of sources allows the platform to evolve and adapt to rapidly emerging technologies, legislation, and AI approaches.

AI Governance Tools Sandbox and Project Applications:

AI Trust Tools:
Test your AI model and/or data against a menu of drop-in licensed or qualified open-source tools. User-friendly dashboards help you objectively evaluate the results against the metrics that matter most to your situation.

Dashboards:
NuEnergy.ai’s Machine Trust Index™ provides measurable evidence, transparency and accountability for an AI solution. This allows organizations deploying AI to monitor and evaluate the trustworthiness of their AI applications, and those organizations providing AI technologies to effectively communicate the ethical value of their solutions to their key stakeholders and customers.

    Machine Trust Platform Modules:

    Organization Readiness:
    This module gives you real-time insights into how ready your organization is for AI integration. It provides you with the tools to develop AI policies, track your governance scorecard, and ensure compliance with standards.

    Learning:
    The learning module is a hub for educational resources. It offers structured learning paths and interactive online resources tailored to different users within your organization. These resources can help you deepen your understanding of AI and establish an ethical AI roadmap for your organization. NuEnergy.ai also offers specialized executive education programs and can help you co-create customized trust frameworks to ensure AI governance success.

    AI Assessment:
    This module focuses on assessing and governing your AI applications. It provides use case assessment features, visualizes impact levels, and guides you on deploying AI governance frameworks effectively.

    The NuEnergy.ai Machine Trust Index:

    NuEnergy.ai’s Machine Trust Index (MTI) is a patented framework designed to evaluate and manage the trustworthiness of artificial intelligence (AI) systems. It focuses on providing measurable insights into AI governance, emphasizing parameters like privacy, ethics, bias, and transparency.

    Key Features of the MTI:

    Measurement and Transparency:
    Assesses AI solutions and provides organizations with quantifiable metrics to gauge their systems’ alignment with ethical and responsible AI practices.

    Governance Integration:
    Incorporates global standards, such as the Government of Canada’s Algorithmic Impact Assessment (AIA), and supports customization to align with other governance standards.

    Stakeholder Communication:
    Simplifies complex technical assessments into actionable insights for decision-makers, ensuring clear communication about AI trustworthiness.

    AI Trust Monitoring:
    Helps organizations continuously oversee the ethical and responsible deployment of AI technologies.

      Learn more about our experts:
      AI Trust Faculty »