Our Services
Fairness Assessment and Audit
We conduct thorough assessments of your existing AI & ML algorithms to identify biases and potential areas of unfairness. Our experts meticulously analyze the data, algorithms, and decision-making processes to provide you with a detailed fairness audit report.
Adversarial Audits
Are you a regulator or a state or federal agency in need of auditing entities, people, or algorithms suspected of breaking the law?
Invitational Audits
Are you a company needing to check for unintended consequences of algorithms and decision makers to identify for whom is this working and whom does it fail?
Bias Mitigation
We work closely with your team to develop tailored strategies for mitigating biases in your AI & ML models. Through rigorous data preprocessing, algorithmic adjustments, and model enhancements, we ensure that your AI systems are fair, transparent, and accountable.
Ethics Framework Development
We assist your organization in developing an ethics framework that guides your ML & AI development practices. We help you define and prioritize ethical principles, establish governance structures, and integrate fairness considerations into your decision-making processes.
Algorithmic Fairness Training & Implementation
Our consultants provide in-depth training sessions to equip your data scientists and engineers with the knowledge and tools necessary to build Fair AI models from the ground up. We cover topics such as bias detection, fairness and performance metrics, and algorithmic interventions.
Regulatory Compliance Support
Staying compliant with evolving regulations and guidelines is crucial. Our team keeps up-to-date with the latest developments and ensures that your AI models adhere to legal requirements and industry best practices related to fairness and non-discrimination.
"At FairAI Consulting, we are dedicated to promoting fairness and ethical considerations in AI. Our expert team understands the importance of addressing biases and creating equitable ML & AI models that serve all users and communities. We offer comprehensive consulting services to help you develop and deploy Fair AI models that align with your organization's values and meet regulatory requirements." - Max Terekhov, founder and CEO