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# BigID vs Lightbeam Comparison - What are their main differences?

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BigIDLightbeam[+ Add Product](#)

Reviews

**BigID** [

4.3/5(16)

](https://www.g2.com/products/bigid/reviews#reviews)

**Lightbeam** [

4.4/5(12)

](https://www.g2.com/products/lightbeam/reviews#reviews)

Pricing

**BigID**
No pricing available

**Lightbeam**
Free Trial

No pricing available

**Pricing Insights**
from reviews

Time to Implement

**BigID**
1 month

**Lightbeam**
Not enough reviews yet

Return on Investment

**BigID**
5 months

**Lightbeam**
Not enough reviews yet

Perceived Cost

**BigID**
$$$$$

**Lightbeam**
Not enough reviews yet

Average Discount

**BigID**
20%

**Lightbeam**
Not enough reviews yet

Pros & Cons

**BigID**
[
Cookie Management (1)
](https://www.g2.com/products/bigid/reviews?filters%5Bsentiment_snippet%5D=2087743&qs=pros-and-cons#reviews)[
Banner Issues (1)
](https://www.g2.com/products/bigid/reviews?filters%5Bsentiment_snippet%5D=2087411&qs=pros-and-cons#reviews)[
Cookie Management (1)
](https://www.g2.com/products/bigid/reviews?filters%5Bsentiment_snippet%5D=2087783&qs=pros-and-cons#reviews)

**Lightbeam**
[
Automated Classification (4)
](https://www.g2.com/products/lightbeam/reviews?filters%5Bsentiment_snippet%5D=2067148&qs=pros-and-cons#reviews)[
Automation (4)
](https://www.g2.com/products/lightbeam/reviews?filters%5Bsentiment_snippet%5D=2067087&qs=pros-and-cons#reviews)[
Bug Issues (1)
](https://www.g2.com/products/lightbeam/reviews?filters%5Bsentiment_snippet%5D=2067120&qs=pros-and-cons#reviews)[
Bugs (1)
](https://www.g2.com/products/lightbeam/reviews?filters%5Bsentiment_snippet%5D=2067142&qs=pros-and-cons#reviews)

Screenshots

**BigID**
No screenshot available

**Lightbeam**
 ![Lightbeam screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/1254842/Screenshot-2025-06-06-at-11.33.35-AM.png)

Ratings

Meets Requirements

**BigID**

8.0

8.09

**Lightbeam**

9.1

9.19

Ease of Use

**BigID**

7.8

7.89

**Lightbeam**

9.3

9.39

Ease of Setup

**BigID**
Not enough data

**Lightbeam**
Not enough data

Ease of Admin

**BigID**
Not enough data

**Lightbeam**
Not enough data

Quality of Support

**BigID**

7.5

7.58

**Lightbeam**

8.9

8.99

Has the product been a good partner in doing business?

**BigID**
Not enough data

**Lightbeam**
Not enough data

Product Direction (% positive)

**BigID**

5.6

5.68

**Lightbeam**

8.7

8.79

Features

Show 16 feature categories with incomplete data

Artificial Intelligence[Hide 37 FeaturesShow 37 Features](javascript:void(0);)

Not enough data

Not enough data

Additional Functionality

Tagging

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Speech Recognition

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Virtual Personal Assistant (VPA)

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Customer Segmentation

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

For eCommerce

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Customizable Branding

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Document Management

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Machine Learning

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Alerts/Escalation

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Mobile App

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

For Sales Teams/Organizations

Not enough data

Not enough data

Sentiment Analysis

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Chatbot

Not enough data

Not enough data

Workflow Automation

Not enough data

Not enough data

AI Governance Tools[Hide 29 FeaturesShow 29 Features](javascript:void(0);)

Not enough data

Not enough data

AI/Machine Learning

AI/Machine Learning

Not enough data

Not enough data

Decision Support

Decision Support

Not enough data

Not enough data

Collaboration Tools

Collaboration Tools

Not enough data

Not enough data

Access Controls/Permissions

Access Controls/Permissions

Not enough data

Not enough data

Task Management

Task Management

Not enough data

Not enough data

Real-Time Monitoring

Real-Time Monitoring

Not enough data

Not enough data

Natural Language Processing

Natural Language Processing

Not enough data

Not enough data

AI Policy Mapping

AI Policy Mapping

Not enough data

Not enough data

AI Risk Management

AI Risk Management

Not enough data

Not enough data

Ethical AI Monitoring

Ethical AI Monitoring

Not enough data

Not enough data

Audit Trail

Audit Trail

Not enough data

Not enough data

Integration into Third Party Applications

Integration into Third Party Applications

Not enough data

Not enough data

Product Lifecycle Management

Product Lifecycle Management

Not enough data

Not enough data

Proactive Recommendations

Proactive Recommendations

Not enough data

Not enough data

AI Compliance

Regulatory Reporting

Not enough data

Not enough data

Automated Compliance

Not enough data

Not enough data

Audit Trails

Not enough data

Not enough data

Risk Management & Monitoring

AI Risk Management

Not enough data

Not enough data

Real-time Monitoring

Not enough data

Not enough data

AI Lifecycle Management

Lifecycle Automation

Not enough data

Not enough data

Access Control and Security

Pole-based Access Control (RBAC)

Not enough data

Not enough data

Collaboration and Communication 

Model Sharing and Reuse

Not enough data

Not enough data

Agentic AI - AI Governance Tools

Autonomous Task Execution

Not enough data

Not enough data

Multi-step Planning

Not enough data

Not enough data

Cross-system Integration

Not enough data

Not enough data

Adaptive Learning

Not enough data

Not enough data

Natural Language Interaction

Not enough data

Not enough data

Proactive Assistance

Not enough data

Not enough data

Decision Making

Not enough data

Not enough data

Machine Learning Data Catalog[Hide 54 FeaturesShow 54 Features](javascript:void(0);)

Not enough data

Not enough data

Data Governance

User Access Management

Not enough data

Not enough data

Dynamic Data Masking

Not enough data

Not enough data

Data Lineage

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Data Preparation

Search

Not enough data

Not enough data

Data Quality and Cleansing

Not enough data

Not enough data

Data Transformation

Not enough data

Not enough data

Data Modeling

Not enough data

Not enough data

Collaboration

Commenting

Not enough data

Not enough data

Profiling and Classification

Not enough data

Not enough data

Business and Data Glossary

Not enough data

Not enough data

Metadata Management 

Not enough data

Not enough data

Master Data Management

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Data Management

Not enough data

Not enough data

Artificial Intelligence

Machine Learning Recommendations

Not enough data

Not enough data

Natural Language Query

Not enough data

Not enough data

Automatic Data Cleansing

Not enough data

Not enough data

Generative AI

AI Text Generation

Not enough data

Not enough data

AI Text Summarization

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Agentic AI - Machine Learning Data Catalog

Autonomous Task Execution

Not enough data

Not enough data

Multi-step Planning

Not enough data

Not enough data

Cross-system Integration

Not enough data

Not enough data

Adaptive Learning

Not enough data

Not enough data

Decision Making

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Additional Functionality

Metadata Extraction

Not enough data

Not enough data

Automatic Backup

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Authentication

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Archiving & Retention

Not enough data

Not enough data

Data Discovery

Not enough data

Not enough data

Data Catalog

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Categorization/Grouping

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Tagging

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Data Governance

Not enough data

Not enough data

Content Library

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

API

Not enough data

Not enough data

Data-Centric Security[Hide 57 FeaturesShow 57 Features](javascript:void(0);)

Not enough data

Not enough data

Data Protection

Sensitive Data Discovery

Not enough data

Not enough data

Structured and Unstructured Data

Not enough data

Not enough data

Encryption

Not enough data

Not enough data

Persistent Protection

Not enough data

Not enough data

Data Masking

Not enough data

Not enough data

Data Governance and Access Management

Not enough data

Not enough data

Audit and Reporting

Not enough data

Not enough data

Web Traffic Reporting

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Endpoint Protection

Not enough data

Not enough data

DDoS Protection

Not enough data

Not enough data

Compliance

At-Risk Analysis

Not enough data

Not enough data

DLP Configuration

Not enough data

Not enough data

Usability

Visualization

Not enough data

Not enough data

AI Algorithyms

Not enough data

Not enough data

Cross-Platforms

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Additional Functionality

Threat Response

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Secure Login

Not enough data

Not enough data

AI/Machine Learning

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Behavioral Analytics

Not enough data

Not enough data

Prioritization

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

IOC Verification

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Two-Factor Authentication

Not enough data

Not enough data

Server Monitoring

Not enough data

Not enough data

Vulnerability Scanning

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

HIPAA Compliant

Not enough data

Not enough data

Event Logs

Not enough data

Not enough data

Risk Assessment

Not enough data

Not enough data

Real-Time Notifications

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Whitelisting/Blacklisting

Not enough data

Not enough data

Authentication

Not enough data

Not enough data

Audit Trail

Not enough data

Not enough data

API

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Activity Monitoring

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Risk Alerts

Not enough data

Not enough data

Behavior Tracking

Not enough data

Not enough data

Anti Virus

Not enough data

Not enough data

Tokenization

Not enough data

Not enough data

Security Auditing

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

Data Privacy Management[Hide 50 FeaturesShow 50 Features](javascript:void(0);)

Not enough data

Not enough data

Functionality

Data Subject Access Requests

Not enough data

Not enough data

Identity Verification

Not enough data

Not enough data

Privacy Impact Assessments

Not enough data

Not enough data

Data Mapping - survey-based

Not enough data

Not enough data

Data Mapping - automated

Not enough data

Not enough data

Data Discovery

Not enough data

Not enough data

Data Classification

Not enough data

Not enough data

De-identification/pseudonymization

Not enough data

Not enough data

Breach notification

Not enough data

Not enough data

Consent management

Not enough data

Not enough data

Website tracking scanning

Not enough data

Not enough data

Data access governance

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Policy Management

Not enough data

Not enough data

Vendor Risk Management

Not enough data

Not enough data

Audit Management

Not enough data

Not enough data

Customer Data Management

Not enough data

Not enough data

Internal Controls Management

Not enough data

Not enough data

Vulnerability Management

Not enough data

Not enough data

Risk Management

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Sensitive Data Identification

Not enough data

Not enough data

Risk Assessment

Not enough data

Not enough data

Deletion Management

Not enough data

Not enough data

Additional Functionality

Reporting & Statistics

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Automatic Backup

Not enough data

Not enough data

Authentication

Not enough data

Not enough data

Archiving & Retention

Not enough data

Not enough data

HIPAA Compliant

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Security Breach Monitoring

Not enough data

Not enough data

Data Masking

Not enough data

Not enough data

Data Lineage

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Data Recovery

Not enough data

Not enough data

Third-Party Integration

Not enough data

Not enough data

Privacy Options

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Data Subject Requests (DSR/DSAR)

Not enough data

Not enough data

PIA/DPIA

Not enough data

Not enough data

Encryption

Not enough data

Not enough data

GDPR Compliance

Not enough data

Not enough data

Privacy Impact Assessment (PIA)[Hide 5 FeaturesShow 5 Features](javascript:void(0);)

Not enough data

Not enough data

Functionality

Centralized platform

Not enough data

Not enough data

Tracking

Not enough data

Not enough data

Templates

Not enough data

Not enough data

Workflow

Not enough data

Not enough data

Reporting and analytics

Not enough data

Not enough data

Consent Management Platform (CMP)[Hide 9 FeaturesShow 9 Features](javascript:void(0);)

Not enough data

Not enough data

Functionality

Dashboard

Not enough data

Not enough data

Reporting

Not enough data

Not enough data

Integrations

Not enough data

Not enough data

End-user management

Not enough data

Not enough data

Audit trails

Not enough data

Not enough data

APIs

Not enough data

Not enough data

Mobile SDK

Not enough data

Not enough data

Customizable design

Not enough data

Not enough data

Server-side storage

Not enough data

Not enough data

Cookie Tracking[Hide 5 FeaturesShow 5 Features](javascript:void(0);)

Not enough data

Not enough data

Functionality

Auto scans

Not enough data

Not enough data

Auto privacy policy update

Not enough data

Not enough data

Cookie notice report

Not enough data

Not enough data

Easy installation

Not enough data

Not enough data

Reporting

Not enough data

Not enough data

Sensitive Data Discovery[Hide 50 FeaturesShow 50 Features](javascript:void(0);)

Not enough data

Not enough data

Functionality

Structure type

Not enough data

Not enough data

Contextual search

Not enough data

Not enough data

Template algorithms

Not enough data

Not enough data

Custom algorithms

Not enough data

Not enough data

False-positive management

Not enough data

Not enough data

Multiple file and location types

Not enough data

Not enough data

Real-time monitoring

Not enough data

Not enough data

Dashboard

Not enough data

Not enough data

Compliance

Not enough data

Not enough data

Reporting

Not enough data

Not enough data

Data Dictionary Management

Not enough data

Not enough data

Metadata Management

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Agentic AI - Sensitive Data Discovery

Autonomous Task Execution

Not enough data

Not enough data

Multi-step Planning

Not enough data

Not enough data

Cross-system Integration

Not enough data

Not enough data

Proactive Assistance

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Additional Functionality

Data Visualization

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Sensitive Data Identification

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Data Transformation

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

File Sharing

Not enough data

Not enough data

API

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Dashboard Creation

Not enough data

Not enough data

Forecasting

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Self Service Data Preparation

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Data Cleansing

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Publishing/Sharing

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Big Data Analytics

Not enough data

Not enough data

Ad hoc Query

Not enough data

Not enough data

Data Modeling

Not enough data

Not enough data

AI/Machine Learning

Not enough data

Not enough data

File Analysis[Hide 12 FeaturesShow 12 Features](javascript:void(0);)

Not enough data

Not enough data

Functionality

File Identification

Not enough data

Not enough data

File Indexing

Not enough data

Not enough data

Metadata Analysis

Not enough data

Not enough data

File Content Analysis

Not enough data

Not enough data

Management

File System Selection

Not enough data

Not enough data

File System Integration

Not enough data

Not enough data

Rule Generation

Not enough data

Not enough data

Reporting

Not enough data

Not enough data

Data Classification

Not enough data

Not enough data

Agentic AI - File Analysis

Autonomous Task Execution

Not enough data

Not enough data

Cross-system Integration

Not enough data

Not enough data

Decision Making

Not enough data

Not enough data

Active Metadata Management[Hide 47 FeaturesShow 47 Features](javascript:void(0);)

Not enough data

Not enough data

Data management

Metadata Management

Not enough data

Not enough data

Automation Features

Not enough data

Not enough data

Collaboration

Not enough data

Not enough data

Data Lineage

Not enough data

Not enough data

Data Discovery

Not enough data

Not enough data

Reporting

Intelligent Insights

Not enough data

Not enough data

Actionable Insights

Not enough data

Not enough data

Dashboards

Not enough data

Not enough data

Generative AI

AI Text Generation

Not enough data

Not enough data

AI Text Summarization

Not enough data

Not enough data

Additional Functionality

Metadata Management

Not enough data

Not enough data

Data Lineage

Not enough data

Not enough data

Data Discovery

Not enough data

Not enough data

Data Governance

Not enough data

Not enough data

Data Aggregation

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

Configurable Workflow

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Archiving & Retention

Not enough data

Not enough data

Policy Metadata Management

Not enough data

Not enough data

Tagging

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Big Data Analytics

Not enough data

Not enough data

Data Security

Not enough data

Not enough data

Metadata Extraction

Not enough data

Not enough data

Data Integration

Not enough data

Not enough data

Dashboard

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Data Catalog

Not enough data

Not enough data

Data Profiling

Not enough data

Not enough data

Data Connectors

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Data Glossary

Not enough data

Not enough data

Data Quality Control

Not enough data

Not enough data

Data Management

Not enough data

Not enough data

Data Sampling

Not enough data

Not enough data

Data Modeling

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Data Dictionary Management

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Version Control

Not enough data

Not enough data

Document Database

Not enough data

Not enough data

Access Control

Not enough data

Not enough data

Data Security Posture Management (DSPM)[Hide 9 FeaturesShow 9 Features](javascript:void(0);)

Not enough data

Not enough data

Discovery & Classification - Data Security Posture Management (DSPM)

Continuous real‑time monitoring

Not enough data

Not enough data

Discover & classify sensitive data

Not enough data

Not enough data

Custom classification support

Not enough data

Not enough data

Risk Prioritization - Data Security Posture Management (DSPM)

Detect excessive entitlements & toxic combinations

Not enough data

Not enough data

Compliance posture assessment

Not enough data

Not enough data

Risk‑based exposure scoring

Not enough data

Not enough data

Remediation & Governance - Data Security Posture Management (DSPM)

Guided remediation actions

Not enough data

Not enough data

Integration with enforcement tools

Not enough data

Not enough data

Track remediation progress & trends

Not enough data

Not enough data

Data Security[Hide 12 FeaturesShow 12 Features](javascript:void(0);)

Not enough data

Not enough data

Compliance

Access Management

Not enough data

Not enough data

At-Risk Analysis

Not enough data

Not enough data

DLP Configuration

Not enough data

Not enough data

Sensitive Data Compliance

Not enough data

Not enough data

Administration

Database Management

Not enough data

Not enough data

Deduplication 

Not enough data

Not enough data

Backup

Not enough data

Not enough data

API / integrations

Not enough data

Not enough data

Security 

Multi-Factor Authentication

Not enough data

Not enough data

Data Transport

Not enough data

Not enough data

Data Types

Not enough data

Not enough data

Security Tools

Not enough data

Not enough data

Data Subject Access Request (DSAR)[Hide 4 FeaturesShow 4 Features](javascript:void(0);)

Not enough data

Not enough data

Functionality

Identity Verification

Not enough data

Not enough data

Workflow

Not enough data

Not enough data

DSAR Portal

Not enough data

Not enough data

Reporting and logs

Not enough data

Not enough data

Data Breach Notification[Hide 5 FeaturesShow 5 Features](javascript:void(0);)

Not enough data

Not enough data

Functionality

Centralized platform

Not enough data

Not enough data

Automated response

Not enough data

Not enough data

Breach notification law compliance

Not enough data

Not enough data

Workflow

Not enough data

Not enough data

Reporting

Not enough data

Not enough data

Data Quality[Hide 49 FeaturesShow 49 Features](javascript:void(0);)

Not enough data

Not enough data

Functionality

Identification

Not enough data

Not enough data

Correction

Not enough data

Not enough data

Normalization

Not enough data

Not enough data

Preventative Cleaning

Not enough data

Not enough data

Data Matching

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Management

Reporting

Not enough data

Not enough data

Automation

Not enough data

Not enough data

Quality Audits

Not enough data

Not enough data

Dashboard

Not enough data

Not enough data

Governance

Not enough data

Not enough data

Generative AI

AI Text Generation

Not enough data

Not enough data

AI Text Summarization

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Additional Functionality

Metadata Management

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Customizable Rules

Not enough data

Not enough data

Master Data Management

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Data Transformation

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Self Service Portal

Not enough data

Not enough data

Customer Database

Not enough data

Not enough data

Data Verification

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Duplicate Detection

Not enough data

Not enough data

Email Address Extraction

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Data Profiling

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Data Mapping

Not enough data

Not enough data

Address Validation

Not enough data

Not enough data

Match & Merge

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Version Control

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Capture and Transfer

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Data Discovery

Not enough data

Not enough data

User Insights

Reviewers' Company Size

[![BigID](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_0d678f75b804f5ddf3e4d332356495e8/bigid.png "BigID")](https://www.g2.com/products/bigid/reviews)

BigID

Small-Business(50 or fewer emp.)

43.8%

Mid-Market(51-1000 emp.)

31.3%

Enterprise(\> 1000 emp.)

25.0%

[![Lightbeam](https://images.g2crowd.com/uploads/product/hd_favicon/2d81497e49041cdda59f6a23e2db1f6d/lightbeam.svg "Lightbeam")](https://www.g2.com/products/lightbeam/reviews)

Lightbeam

Small-Business(50 or fewer emp.)

41.7%

Mid-Market(51-1000 emp.)

25.0%

Enterprise(\> 1000 emp.)

33.3%

Small-Business

(50 or fewer emp.)

43.8%

41.7%

Mid-Market

(51-1000 emp.)

31.3%

25.0%

Enterprise

(\> 1000 emp.)

25.0%

33.3%

Reviewers' Industry

[![BigID](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_0d678f75b804f5ddf3e4d332356495e8/bigid.png "BigID")](https://www.g2.com/products/bigid/reviews)
BigID

Information Technology and Services

12.5%

Computer Software

12.5%

Computer & Network Security

12.5%

Transportation/Trucking/Railroad

6.3%

Telecommunications

6.3%

Other

50.0%

[![Lightbeam](https://images.g2crowd.com/uploads/product/hd_favicon/2d81497e49041cdda59f6a23e2db1f6d/lightbeam.svg "Lightbeam")](https://www.g2.com/products/lightbeam/reviews)
Lightbeam

Financial Services

25.0%

Computer Software

25.0%

Real Estate

8.3%

Marketing and Advertising

8.3%

Leisure, Travel & Tourism

8.3%

Other

25.0%

Alternatives

**BigID Alternatives**

 ![Securiti](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_89b2614826099ebfd163e230fa204886/securiti.png "Securiti")

[
Securiti
](/products/securiti/reviews)

 ![TrustArc](https://images.g2crowd.com/uploads/product/hd_favicon/b4f5ed5adcbaeca979cbbb7ddb6c5fe0/trustarc.svg "TrustArc")

[
TrustArc
](/products/trustarc/reviews)

 ![Varonis Data Security Platform](https://images.g2crowd.com/uploads/product/hd_favicon/716388d31e0b0e4c5e26fb7a5ee923ca/varonis-data-security-platform.svg "Varonis Data Security Platform")

[
Varonis Data Security Platform
](/products/varonis-data-security-platform/reviews)

 ![Egnyte](https://images.g2crowd.com/uploads/product/hd_favicon/91bb854a397a0e939339a805a61acf75/egnyte.svg "Egnyte")

[
Egnyte
](/products/egnyte/reviews)

**Lightbeam Alternatives**

 ![Twilio Segment](https://images.g2crowd.com/uploads/product/hd_favicon/2cc23fc6f4c2974f7ceb353c91b99af6/twilio-segment.svg "Twilio Segment")

[
Twilio Segment
](/products/twilio-segment/reviews)

 ![AdOpt](https://images.g2crowd.com/uploads/product/hd_favicon/6ed2735f3cb4fc9e832adc76ee4295f7/adopt-adopt.svg "AdOpt")

[
AdOpt
](/products/adopt-adopt/reviews)

 ![Egnyte](https://images.g2crowd.com/uploads/product/hd_favicon/91bb854a397a0e939339a805a61acf75/egnyte.svg "Egnyte")

[
Egnyte
](/products/egnyte/reviews)

 ![BetterCloud](https://images.g2crowd.com/uploads/product/hd_favicon/6560c9b022d628c9e5b35c9a433832fe/bettercloud.svg "BetterCloud")

[
BetterCloud
](/products/bettercloud/reviews)

## BigID vs Lightbeam

- Reviewers felt that Lightbeam meets the needs of their business better than BigID.
- When comparing quality of ongoing product support, reviewers felt that Lightbeam is the preferred option.
- For feature updates and roadmaps, our reviewers preferred the direction of Lightbeam over BigID.