BreezeML
Redefining AI Governance

AI is becoming synonymous with agility, automation, and heightened operational efficiency due to its dynamic technology stack, constantly introducing innovative tools shaping the business landscape. This rapid evolution prompts corresponding adaptations in regulations and policies to safeguard data and decisions and uphold ethical standards.

Failure to align internal AI systems with these regulations exposes businesses to audit risks and penalties. To ensure sustained compliance, they must establish continuous collaboration and information exchange between data scientists and compliance/legal teams. This iterative process often introduces widespread burdens, impeding day-to-day workflows and hindering the seamless pursuit of business goals.

BreezeML offers an end-to-end AI governance and compliance platform that serves as a nexus between a business’s compliance/legal teams and data scientists. The platform employs a ‘governance from the ground up’ methodology, enabling compliance teams to effortlessly specify and continually monitor custom governance policies over every AI workflow in their organization without relying on manual and tedious coordination with data science teams. To do this, the platform takes directives, questions, and goals from compliance teams and ensures the continuous monitoring of internal AI policies through one-time efforts and coordination with data science teams, helping ascertain ongoing compliance with evolving AI policies and workflows.

“There’s an evergrowing number of AI regulations, both internal and external, that companies must manage alongside their business agendas. Our platform lets organizations design custom AI policies to manage the associated requirements and tradeoffs in a way that fits their scenarios,” says Ravi Netravali, Co-founder and CTO of BreezeML. “From there, it’s mostly automation, with continual monitoring for adherence to those custom policies, simplified mediation efforts, documented development and compliance processes, and externalized overview reports for customers, auditors, and internal use.”

BreezeML’s platform offers real-time guardrails during the training or development of any AI model or pipeline, reducing the obligations of data science teams to constantly implement compliance-related checks.

To track the end-to-end provenance of the models, BreezeML integrates with common components such as MLOps tools and data stores, issuing warnings upon detecting violations of AI regulations/policies and suggesting and tracking mitigation strategies. Consequently, clients can continuously refine and construct their internal policies and generate instant audit reports that document both the history and current state of compliance.

Implementing BreezeML’s platform is a seamless process, as it is programmed to fit the diverse workflows of different AI tools. Clients can instantly align it with their regular operations and technology stack and promptly receive crucial compliance insights. “Thanks to the rich expertise across technology, product, and compliance/law that our stellar team and board of advisors bring from institutions such as MIT, Harvard, Google, Meta, and the World Bank, we are able to provide clients with a comprehensive and user-friendly AI governance platform that caters to the specific needs of both compliance/ legal teams and engineering teams,” says Harry Xu, Co-founder and CEO of BreezeML.

There’s an evergrowing number of AI regulations, both internal and external, that companies must manage alongside their business agendas. Our platform lets organizations design custom AI policies to manage the associated requirements and tradeoffs in a way that fits their scenarios

Today, BreezeML helps enterprise customers across a wide variety of industries such as finance and healthcare manage their models, mitigate compliance risks in a centralized manner, and collect evidence in preparation for third-party audits into their models.

“In a world where businesses are grappling to comply with ever-changing AI regulations, our platform serves as the bridge connecting them to constant compliance while helping them take advantage of the opportunities presented by AI to experience elevated productivity,” says John Thorpe, Co-founder and VP of Product at BreezeML.