ORCAA is an industry-leading consultancy firm that helps companies and organizations manage and audit algorithmic risks. It employs an inclusive approach that aims to address concerns from all the stakeholders in an algorithm, not just those who built or deployed it. ORCAA goes beyond traditional accuracy metrics to ask how the algorithm is used to make decisions, and who is affected.
ORCAA works with an organization to audit the use of a particular algorithm in context, identifying issues of fairness, bias, and discrimination and recommending steps for remediation. Extensions of the basic audit include:
ORCAA assists public agencies and law firms in legal actions related to algorithmic discrimination and harm.
ORCAA helps organizations prepare for the age of algorithms by:
ORCAA gives talks and training on algorithmic auditing and fairness.