Data Security for Cloud, SaaS, and AI

Secure Data and AI Everywhere It Lives

Q: How does BigID improve data security?

BigID improves data security by discovering sensitive data, classifying risk, governing access, detecting risky activity, supporting DLP, automating remediation, and securing data used by AI systems.

Q: What types of data can BigID discover?

BigID can discover personal data, regulated data, intellectual property, financial information, healthcare data, source code, secrets, toxic data, AI training data, and other sensitive or high-value data.

Q: How does BigID prioritize data risk?

BigID prioritizes data risk by correlating data sensitivity, exposure, access, ownership, activity, and business context to identify the highest-risk issues.

BigID helps organizations discover, classify, govern, protect, and remediate sensitive data risk across cloud, SaaS, hybrid, on-prem, and AI environments.

Find the data that matters, understand its context, reduce exposure, enforce policy, and secure the data powering your business and AI initiatives.

See BigID in Action Explore the Platform

What Is Data Security?

Data security starts with knowing your data.

Modern data security is the practice of discovering, understanding, protecting, governing, and remediating sensitive data risk wherever data lives, moves, or powers AI.

BigID brings data discovery, classification, access intelligence, policy enforcement, activity monitoring, and remediation into one platform so teams can move from visibility to action.

Find sensitive data everywhere

Discover structured, semi-structured, unstructured, cloud, SaaS, on-prem, hybrid, and AI-connected data at enterprise scale.

Understand context and risk

Classify sensitivity, map ownership, identify access, monitor activity, and prioritize the data risk that matters most.

Enforce protection and policy

Apply data-aware controls for least privilege, DLP, policy enforcement, access governance, and compliance readiness.

Automate remediation

Reduce exposure by revoking access, deleting toxic data, redacting values, quarantining risk, and proving control.

Why BigID: Traditional Data Security vs. Modern Data Security

Modern Data Security Starts Where Traditional Security Stops

Traditional security tools were built to protect infrastructure and networks. Modern enterprises need visibility into sensitive data, access, exposure, AI risk, and remediation across cloud, SaaS, hybrid, and AI environments. BigID delivers the intelligence, context, and action needed to reduce risk everywhere data lives.

Traditional Data Security

Relies on siloed tools, manual discovery, and incomplete visibility into where sensitive data lives.

BigID discovers sensitive, regulated, toxic, and high-value data across cloud, SaaS, hybrid, on-prem, structured, unstructured, and AI-connected environments.

Static Classification

Uses limited pattern matching that can miss context, relationships, identity, usage, and business meaning.

BigID combines advanced classification, ML, NLP, metadata, identity, ownership, lineage, access, and activity context to understand real data risk.

Access Blind Spots

Shows permissions in isolation without connecting access to data sensitivity, exposure, or business impact.

BigID connects sensitive data to identities, entitlements, ownership, activity, and exposure so teams can enforce least privilege and reduce risky access.

AI Exposure Risk

Was not designed to secure AI models, prompts, agents, copilots, training data, or shadow AI usage.

BigID helps discover AI assets, secure AI data, govern AI access, detect shadow AI, reduce prompt risk, and protect sensitive data behind AI workflows.

Reactive Controls

Stops at alerts and reports, leaving teams to manually investigate and remediate across disconnected systems.

BigID enables automated remediation: revoke access, delete toxic data, redact sensitive values, quarantine risk, enforce retention, and trigger workflows.

Point Tool Approach

Requires separate tools for discovery, classification, DLP, access governance, activity monitoring, privacy, compliance, and AI security.

BigID unifies data discovery, classification, DSPM, DDR, access governance, cloud DLP, privacy, compliance, AI security, and remediation in one platform.

How BigID Works

From Data Risk To Data Security

BigID helps organizations move beyond visibility by connecting discovery, governance, protection, monitoring, and remediation into a continuous data security lifecycle across cloud, SaaS, hybrid, on-prem, and AI environments.

01

Discover

Identify sensitive, regulated, personal, proprietary, and AI-related data wherever it lives.

02

Understand

Connect data to ownership, access, activity, exposure, lineage, and business context.

03

Protect

Govern access, reduce exposure, strengthen DLP, and secure data across modern environments.

04

Respond

Automate remediation through access controls, retention enforcement, risk reduction, and policy-driven action.

One Platform

One Platform for Modern Data Security

Replace fragmented tools with a unified platform that discovers, governs, protects, monitors, and remediates sensitive data risk across the entire enterprise.

BigID Data Security Platform

DSPM

Find and prioritize exposed data risk.

DAG

Govern access to sensitive data.

DDR

Detect risky data activity.

Cloud DLP

Protect data across cloud and SaaS.

AI Security

Secure models, agents, prompts, and data.

Privacy

Support compliance and data rights.

BigID for Data Security

Secure data with the context security teams need to act.

BigID gives security, governance, privacy, compliance, and AI teams the intelligence and automation needed to secure sensitive data everywhere.

01

Discover data everywhere

Scan cloud, SaaS, on-prem, databases, file shares, collaboration tools, AI pipelines, and more with one unified platform.

Explore Data Discovery → 02

Classify with precision

Go beyond regex with ML, NLP, semantic analysis, and advanced classification to understand sensitivity, identity, and risk.

Explore Classification → 03

Govern access

Identify who has access to sensitive data, what they can do, whether access is excessive, and how to remediate it.

Explore Access Governance → 04

Detect and respond

Monitor sensitive data activity, detect risky behavior, prioritize threats, and accelerate response across environments.

Explore Data Detection & Response → 05

Modernize DLP

Enrich DLP policies with data intelligence, sensitivity, access, ownership, activity, and exposure context.

Explore Cloud DLP → 06

Secure AI data

Discover AI assets, govern AI access, reduce prompt and model risk, and protect the sensitive data behind AI systems.

Explore AI Security →

Security Outcomes

Reduce exposure. Accelerate action.

BigID helps teams prioritize the data risks that matter and automate the actions that reduce exposure across the enterprise.

Implement least privilege

Identify excessive permissions, understand access risk, and remove unnecessary access to sensitive data and AI assets.

Strengthen compliance

Support GDPR, CPRA, HIPAA, PCI, NIST, AI governance, and emerging regulatory requirements with automated data intelligence.

Reduce toxic data risk

Find redundant, obsolete, toxic, stale, and sensitive data that increases risk and take action to minimize exposure.

Automate remediation

Trigger workflows to revoke access, quarantine data, redact values, delete data, enforce policy, and prove control.

FAQs

Modern Data Security, Explained

Learn how BigID unifies data discovery, DSPM, access governance, AI security, cloud DLP, and remediation in a single platform.

What is data security?

Data security is the practice of discovering, protecting, governing, monitoring, and remediating sensitive data across cloud, SaaS, hybrid, on-prem, and AI environments.

How does BigID improve data security?

BigID discovers sensitive data, classifies risk, governs access, detects risky activity, supports DLP, automates remediation, and secures data used by AI systems.

What types of data can BigID discover?

BigID identifies personal data, regulated data, intellectual property, financial information, healthcare data, source code, secrets, toxic data, AI training data, and more.

Can BigID help reduce excessive access to sensitive data?

Yes. BigID connects sensitive data to identities, permissions, ownership, and activity to help organizations enforce least privilege and reduce unnecessary access.

Does BigID support AI security?

Yes. BigID helps organizations discover AI assets, secure AI training data, govern AI access, detect shadow AI, reduce prompt risk, and support AI Trust, Risk, and Security Management initiatives.

How does BigID prioritize data risk?

BigID correlates data sensitivity, exposure, access, ownership, activity, and business context to identify and prioritize the highest-risk issues.

Can BigID automate remediation?

Yes. BigID can automate remediation workflows including access removal, retention enforcement, deletion of redundant data, redaction, ticketing, and delegated actions.

What environments does BigID support?

BigID supports cloud, SaaS, hybrid, multicloud, on-premises, structured, unstructured, and AI-connected environments.

Recommended Resources

Go deeper on data security.

Explore BigID solution briefs, white papers, and related solution pages to learn how to discover, govern, protect, and remediate sensitive data risk across cloud, SaaS, hybrid, on-prem, and AI environments.

Solution Brief