As organizations scale their AI strategies, data governance is no longer optional, it’s essential. The success of AI depends on the quality, integrity, and security of the data behind it. That’s why BigID has expanded its support for Google Cloud Vertex AI, now available through the BigID Data Intelligence Platform on the Google Cloud Marketplace.

With native integrations across Vertex AI, BigQuery, Google Cloud Storage, and Google Drive, BigID gives organizations the control and intelligence they need to govern AI data pipelines end-to-end.

The Problem: AI Without Data Governance is a Risk

AI workloads rely on massive volumes of data, often sensitive, proprietary, or regulated. Without visibility into that data, organizations face significant risk:

  • AI models trained on unauthorized or non-compliant data.
  • Overexposed datasets in Cloud Storage or BigQuery.
  • Regulatory violations tied to GDPR, HIPAA, or CCPA.
  • Bias and inaccuracies driven by outdated or redundant data.

Security teams, privacy leaders, and data scientists need a way to automate governance without slowing innovation.

The Solution: Automated AI Data Governance for Vertex AI

BigID brings AI-native data intelligence to Google Cloud—giving teams the tools to:

  • Discover & Classify sensitive data in AI training pipelines.
  • Enforce Policies with native support for Google Cloud DLP and labeling frameworks.
  • Detect Risks such as unauthorized access, policy violations, or data drift.
  • Minimize Data by identifying outdated or non-compliant datasets.
  • Integrate Seamlessly across Google Cloud services—with dollar-for-dollar drawdown on marketplace commitments.

With BigID, organizations can align AI governance with broader DSPM, compliance, and cloud security strategies on a single platform.

Use Cases That Matter

  • AI Governance at Scale: Automatically enforce policies across all data used for training in Vertex AI.
  • Compliance-Ready AI: Understand if sensitive data aligns with regulatory standards before it enters a model.
  • Secure AI Innovation: Give data science teams access to trusted, compliant datasets – without the risk.

Meet Us at Google Cloud Next

Heading to Google Cloud Next in Las Vegas, April 9–11, 2025? Discover how BigID is helping organizations scale AI responsibly by securing and governing the data that powers it.

  • Visit BigID at Google Cloud Next booth #1710
  • Join us for an informative breakfast panel to learn more about Data Democratization for AI: Breaking Silos, Building Trust
  • April 10 | 7:00 AM | Libertine Social, Mandalay Bay | Registration
  • Schedule a meeting or demo in advance to see how BigID can help accelerate secure, compliant AI adoption across Google Cloud.