Healthcare AI Risk Assessment that Meets Industry Standards
Analyze and monitor risks over AI implementations to meet internal standards and industry obligations
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Objective Path to Responsible AI
ALIGNMT AI performs rigorous evaluations of AI systems and datasets, ensuring they meet industry standards and regulatory requirements. Get an objective and explainable result for your AI fairness, appropriateness, validity, effectiveness, and safety to meet NIST AI RMF guidance and ONC HTI-1 risk analysis requirements.
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Responsible AI with Safety and Privacy Guarantees
Maintain privacy and security of your datasets and AI systems with ALIGNMT AI. We conduct responsible AI analyses through advanced techniques like federated evaluation and differential privacy. This approach allows for the assessment of AI models across multiple data sources and environments without centralized data collection. By enabling evaluations to occur locally at different sites, federated evaluation helps maintain data privacy and integrity while ensuring that models are tested against diverse datasets. This method supports the detection of potential biases and performance issues that might arise in different contexts, promoting more equitable and reliable AI outcomes.
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Ongoing AI audits for quality assurance
Our platform conducts periodic audits of AI systems to ensure they continuously align with established ethical guidelines and regulatory standards, catching issues before they escalate.
What Our Clients Say
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Who can manage risks on the ALIGNMT platform?The ALIGNMT platform has well structured user profiles to enable your AI operators, legal stakeholders, or IT owners to collaborate towards maintaining responsible AI implementations in production.
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Why achieve ONC HTI-1 certification?Achieving ONC HTI-1 Certification for Decision Support Interventions not only ensures compliance with essential regulatory standards but also enhances the credibility and trustworthiness of your AI solutions. This certification signals to stakeholders that your tools are reliable, effective, and aligned with the highest industry standards. By preparing for and meeting the ONC HTI-1 Certification requirements, you position your organization as a leader in healthcare innovation and regulatory compliance, fostering greater confidence in your AI-driven decision support interventions.
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What is AI red-teaming?AI red teaming in healthcare is a structured approach to identifying and addressing potential vulnerabilities, risks, and weaknesses in AI systems used within the healthcare sector. Inspired by the concept of red teaming in cybersecurity, this process involves simulating attacks or adverse scenarios to test the robustness and resilience of AI systems.
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What is ONC HTI-1 Certification?The ONC HTI-1 Certification is a rigorous standard set by the Office of the National Coordinator for Health Information Technology (ONC) that verifies the adherence of health IT products and systems to essential criteria for interoperability, security, and functionality. For Decision Support Interventions, this certification focuses on ensuring that AI-driven tools used in clinical decision-making meet stringent regulatory and operational standards.
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Can ALIGNMT AI be installed on private or hybrid clouds?Yes, ALIGNMT AI can also be deployed on private or hybrid cloud environments, allowing for greater control and customization to meet your specific security and compliance needs.
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What are the benefits of assessing AI systems with ALIGNMT AI?By assessing AI systems with ALIGNMT AI, you gain insights into potential risks, compliance issues, and performance gaps. This helps in ensuring that your AI systems are safe, reliable, and aligned with industry standards, ultimately supporting better decision-making and risk management. For more details on how ALIGNMT AI can assist with your specific AI systems, please reach out to our support team.
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Where can ALIGNMT AI be installed?ALIGNMT AI is designed for versatility and can be installed across all major cloud providers. This includes: Amazon Web Services (AWS): Our platform seamlessly integrates with AWS, leveraging its robust cloud infrastructure and services for scalable and secure AI operations. Microsoft Azure: ALIGNMT AI is fully compatible with Microsoft Azure, allowing you to utilize its comprehensive suite of cloud services and AI tools for optimized performance and compliance. Google Cloud Platform (GCP): We support installation on GCP, taking advantage of its advanced data analytics and machine learning capabilities to enhance your AI systems.
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Which sealthcare AI systems can be assessed for risk by ALIGNMT AI?ALIGNMT AI is equipped to assess a wide range of AI systems for risk, including: Rules-Based Systems: Our platform evaluates rules-based AI systems to ensure they are operating within defined parameters and comply with relevant guidelines and standards. Machine Learning Classifiers: Single-Label Classifiers: We assess single-label machine learning classifiers, which assign a single category or label to each input based on trained models. Multi-Label Classifiers: Our platform also handles multi-label classifiers, which can assign multiple labels to each input, ensuring these systems meet safety and compliance requirements. Large Language Models (LLMs): ALIGNMT AI evaluates large language models to ensure they produce accurate, unbiased, and ethically sound outputs, addressing potential risks associated with language understanding and generation. Generative AI Solutions: We assess generative AI systems, which create new content based on learned patterns, to ensure that their outputs adhere to ethical standards and regulatory requirements, mitigating risks of misuse or unintended consequences.
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How does ALIGNMT AI assess AI systems for risk?ALIGNMT AI employs a comprehensive risk assessment framework that includes evaluating model accuracy, fairness, compliance with regulations, and potential biases. We also review system performance, monitoring for any deviations or issues that may arise.
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Can ALIGNMT AI handle custom or proprietary AI systems?Yes, ALIGNMT AI can be customized to assess custom or proprietary AI systems. Our team works closely with you to understand the specific requirements and characteristics of your AI solutions, ensuring a thorough and effective risk assessment.
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Is there any additional setup required for using ALIGNMT AI across multiple cloud platforms?While ALIGNMT AI is designed to be compatible with all major cloud providers, the specific setup and configuration details may vary depending on your chosen cloud environment. Our support team is available to assist with any configuration needs and ensure a smooth installation process. For more information on deploying ALIGNMT AI in your preferred cloud environment, please contact our support team.
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Elevate Your Healthcare AI Strategy: Comprehensive Risk Assessment for Safe, Effective AI Integration
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