## Curate and cleanse training data for AI models

- Identify and remove personal, regulated, or toxic data from training pipelines
- Enrich training sets with clean, compliant, and well-labeled data
- Ensure data accuracy, completeness, and integrity to reduce model bias and drift

## Minimize AI risk exposure across cloud, SaaS, and on-prem environments

- Uncover shadow AI use, unsanctioned copilots, and unauthorized data access
- Map how data flows into and out of AI systems — including third-party tools
- Restrict sensitive or high-risk data from being used in generative or predictive models

## Detect, mitigate, and remediate AI-specific risks automatically

- Surface AI risks tied to data privacy, policy violations, and access misconfigurations
- Automate enforcement of AI governance controls across data and model lifecycles
- Remediate risk at the source — from retraining models to revoking access

### AI Data Discovery and Classification

Identify and catalog sensitive, regulated, and critical data powering your AI models – before it becomes a liability.

### Training Data Curation and Cleansing

Ensure your AI is built on trusted, compliant, and high-quality data – free from bias, secrets, regulated information, and toxic inputs.

### Minimize Attack Surface for AI

Delete, quarantine, or move unnecessary and overexposed data – shrinking the risk footprint your AI can inherit.

### AI Risk Detection and Remediation:

Automatically uncover where training data, copilots, chatbots, or GenAI services introduce privacy, security, or compliance risks – and fix issues fast.

### Microsoft Copilot and GenAI Risk Mitigation

Find and secure sensitive data before it’s accidentally surfaced by copilots and AI assistants – protecting against leaks, hallucinations, and unauthorized disclosures.

### Continuous Monitoring for AI Compliance

Stay aligned with the EU AI Act, emerging AI regulations, GDPR, CPRA, and internal governance policies with real-time visibility and alerts.

### Unified Data and AI Governance

Bridge the gap between data security and [AI governance](https://bigid.com/blog/responsible-ai-governance/) with a [single platform](https://bigid.com/blog/ai-governance-platform/) built to manage both seamlessly.

## Build AI You Can Trust.

Discover, curate, and protect the data behind your AI—with BigID.

[See BigID in Action](https://home.bigid.com/demo)