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Home » Shaping AI Privacy: Comprehensive Risk Management for Compliance and Security
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Shaping AI Privacy: Comprehensive Risk Management for Compliance and Security

ContributorBy ContributorApril 26, 2025No Comments3 Mins Read
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Shaping ai privacy: comprehensive risk management for compliance and security
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NEW YORK, April 21, 2025 /PRNewswire/ — BigID, a leader in data security, privacy, compliance, and AI data management, has introduced AI Privacy Risk Posture Management. This groundbreaking solution is designed to aid organizations in managing data privacy risks throughout the AI lifecycle. Featuring unparalleled visibility, automated evaluations, and actionable privacy controls, BigID enables enterprises to effectively govern AI responsibly while adapting to rapidly changing regulations.

As organizations increasingly adopt AI technology, associated risks have also surged. New legislative frameworks such as the EU AI Act, NIST AI RMF, and various state laws in the U.S. are redefining expectations surrounding transparency, accountability, and privacy safeguards in AI systems. Companies are now required to oversee AI models, training data, and outputs while safeguarding data subject rights and incorporating privacy-by-design principles. They must also conduct robust assessments like Data Protection Impact Assessments (DPIAs) and AI Assessments (AIAs).

BigID’s innovative platform effectively meets these challenges by enabling organizations to:

  • Automatically Discover AI Assets: Rapidly inventory all models, vector databases, and AI pipelines across hybrid environments to understand the flow of sensitive and personal data, adhering to GDPR Article 35 and beyond.
  • Proactively Manage AI Data Lifecycles: Implement policies for data minimization, retention, and lawful purpose throughout training and inference, thereby preventing model drift and reducing risk exposure.
  • Streamline Privacy Risk Management: Centralize tracking of AI-related privacy risks in a Privacy Risk Register to enhance governance and facilitate effective risk mitigation.
  • Accelerate AI Privacy Impact Assessments: Utilize ready-made, customizable DPIA and AIA templates that align with regulatory frameworks, coupled with automated evidence capture to simplify documentation.
  • Automate Risk Visibility & Reporting: Access real-time reporting and dynamic risk assessments to demonstrate compliance and convey AI risk posture to regulators and stakeholders.
  • Board Ready Privacy Metrics: Provide key performance indicators (KPIs) to Data Protection Officers (DPOs) and board members, helping to quantify AI privacy risks and monitor remediation efforts.

“Privacy professionals play a crucial role in responsible AI governance, yet traditional tools have often fallen short,” remarked Dimitri Sirota, CEO of BigID. “We developed these capabilities in close collaboration with Chief Privacy Officers (CPOs) and DPOs to help them anticipate evolving regulations. Our innovative platform empowers privacy teams to operationalize privacy in AI with confidence and align innovation with accountability.”

To see BigID’s AI Risk Posture in action, visit Booth #30 at the IAPP Global Privacy Summit in Washington, DC. Booking a demo and learning more is also possible at BigID’s Blog.

About BigID:
BigID enables organizations to understand their enterprise data and take proactive measures for data-centric security, privacy, compliance, AI innovation, and governance. Clients utilize BigID to discover, manage, secure, and derive greater value from their regulated, sensitive, and personal data throughout their data ecosystems.

BigID has received multiple accolades, including a place on CRN’s top 100 security companies for two consecutive years (2023 and 2024), recognition as a finalist in CRN’s 2024 Tech Innovator Awards, and being named the most innovative security company for AI data security in the 2024 Globee Awards. Furthermore, BigID has been ranked on Deloitte’s 500 for the fourth year in a row and has earned spots on CNBC’s Top 25 Startups for the Enterprise and Forbes Cloud 100.

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