# Best Data Privacy Management Software with Automated Capabilities

## How Many Data Privacy Management Software Products Does G2 Track?

**Total Products under this Category:** 163

### Category Stats (Jul 2026)

- **Average Rating:** 4.5/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** caralegal (+2.17%) - Among all products in this category, caralegal recorded the largest rating increase compared to last month

_Last updated: July 26, 2026_

## How Does G2 Rank Data Privacy Management Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 3,700+ Authentic Reviews
- 163+ Products
- Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

## G2 Grid® for Data Privacy Management Software
 ![G2 Grid® for Data Privacy Management Software plotting products by satisfaction and market presence](https://www.g2.com/categories/data-privacy-management/grids.png?focus%5B%5D=56130&focus%5B%5D=116064&focus%5B%5D=124903&focus%5B%5D=139892&focus%5B%5D=119484&focus%5B%5D=1200487&focus%5B%5D=114532&focus%5B%5D=68788)

Highlighted products: TrustArc, Securiti, DataGuard, Ketch, Didomi, OneTrust Privacy Automation, Osano, and DataGrail.

Underlying data: [Grid® JSON](https://www.g2.com/categories/data-privacy-management/grids.json?focus%5B%5D=trustarc&focus%5B%5D=securiti&focus%5B%5D=dataguard&focus%5B%5D=ketch&focus%5B%5D=didomi&focus%5B%5D=onetrust-privacy-automation&focus%5B%5D=osano&focus%5B%5D=datagrail)

**Sponsored**

### Ketch

Ketch is redefining responsible data use for the AI era. The Ketch Platform helps brands collect, control, and activate clean, permissioned, AI-ready and privacy-safe data across every device, system, and third-party app. The Ketch platform includes products for: - Consent and Preference Management - Marketing Preference Management - Data Subject Rights Fulfillment - Data Mapping, Discovery, and Classification - Risk Assessments and Reporting Brands around the world use Ketch to simplify privacy and consent operations, increase revenue from advertising, data, and AI initiatives, and build trust with customers and partners. Customers report their favorite aspects of the Ketch platform include: - Intuitive, easy-to-use interface for non-technical team members. - No coding required for creating policies, building automations, and customizing privacy notices. - Pre-built integration library including popular systems and applications. - Responsive, proactive, and consistent customer support. Learn more at ketch.com.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=paid_promo&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=2127&secure%5Bchosen_at%5D=2026-07-31T19%3A11%3A33Z&secure%5Bmedium%5D=sponsored&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=139892&secure%5Bresource_id%5D=2127&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fdata-privacy-management%2Ff%2Fautomated%3Fopen_modal_url%3D%252Fproducts%252Finformatica-data-privacy-management%252Fwishlists%253Fhost_path%253D%25252Fcategories%25252Fdata-privacy-management%25252Ff%25252Fautomated%2526source%253Dcategory&secure%5Btoken%5D=09169eea1437c1519df70d73b1a195de2658d618ded508a794ba435afc8252ef&secure%5Burl%5D=https%3A%2F%2Fwww.ketch.com%2Fpricing&secure%5Burl_type%5D=paid_promos)

### [TrustArc](https://www.g2.com/fr/products/trustarc/reviews)

TrustArc redéfinit la confidentialité pour l'ère de l'IA. Avec plus de 28 ans d'expertise mondiale en matière de confidentialité et de services d'assurance, nous offrons la seule plateforme qui combine intelligence réglementaire, automatisation et IA pour orchestrer la confidentialité et la gouvernance des données de bout en bout. De l'exécution automatisée des demandes de droits des personnes (DSR) aux évaluations des risques liés à l'IA et aux rapports de conformité en temps réel, TrustArc aide les organisations à intégrer la confiance à chaque point de contact. Basée dans la région de la baie de San Francisco avec une présence mondiale, notre approche axée sur la confidentialité alimente l'innovation responsable tout en réduisant les risques, garantissant à nos clients de mener avec confiance dans un paysage réglementaire en évolution rapide.

**Average Rating:** 4.2/5.0

**Total Reviews:** 325

#### How Do G2 Users Rate TrustArc?

- **Gouvernance de l’accès aux données:** 8.0/10 (Category avg: 8.8/10)
- **Facilité d’administration:** 8.3/10 (Category avg: 8.7/10)
- **Demandes d’accès des personnes concernées:** 8.1/10 (Category avg: 8.7/10)
- **Notification d’atteinte à la vie privée:** 7.5/10 (Category avg: 8.5/10)

#### Who Is the Company Behind TrustArc?

- **Vendeur:** [TrustArc](https://www.g2.com/fr/sellers/trustarc)
- **Site Web de l'entreprise:** trustarc.com
- **Année de fondation:** 1997
- **Emplacement du siège social:** San Francisco, CA
- **Twitter:** @TrustArc  
12,773 abonnés Twitter
- **Page LinkedIn®:** [www.linkedin.com](https://www.g2.com/fr/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=557fcb83481d2fcfe82fad3e95c70bae655d0f0d966a1f2b7887b570f2e900df&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F21121%2F&secure%5Burl_type%5D=linkedin_company_website)  
379 employés sur LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Technologie de l'information et services, Logiciels informatiques
- **Company Size:** 49% Large, 39% Medium

#### What Do G2 Reviewers Say About TrustArc?

_AI-generated summary from verified user reviews_

##### Pros

- Les utilisateurs trouvent la plateforme de TrustArc **très facile à utiliser** , simplifiant la gestion du consentement des cookies et la conformité au RGPD de manière transparente.
- Les utilisateurs louent le **excellent support client** de TrustArc, notant des réponses rapides et utiles de la part d'une équipe de soutien.
- Les utilisateurs apprécient la **excellente communication** de TrustArc, appréciant le soutien rapide et utile reçu.
- Les utilisateurs apprécient TrustArc pour sa **gestion complète de la confidentialité des données** , améliorant la conformité et rationalisant les flux de travail à travers diverses juridictions.
- Les utilisateurs louent TrustArc pour ses **fonctionnalités robustes de conformité à la vie privée** , rationalisant les flux de travail et garantissant le respect de diverses réglementations.

##### Cons

- Les utilisateurs expriment des préoccupations concernant un **mauvais service client** , notant des réponses lentes et une prise en compte limitée des retours sur le produit.
- Les utilisateurs trouvent que **la courbe d'apprentissage est raide** , car la plateforme n'est pas très intuitive et nécessite du temps pour être maîtrisée.
- Les utilisateurs trouvent la plateforme de TrustArc **complexe et difficile à naviguer** , ce qui impacte l'expérience utilisateur globale et les efforts de formation.
- Les utilisateurs trouvent la **difficulté d'apprentissage** de TrustArc frustrante, car la plateforme peut être complexe et peu intuitive pour les débutants.
- Les utilisateurs trouvent que le **processus d'installation difficile** est chronophage, ce qui affecte leur expérience initiale avec TrustArc.

#### What Are Recent G2 Reviews of TrustArc?

**["Une application bien conçue avec un grand potentiel"](https://www.g2.com/fr/survey_responses/trustarc-review-11117063)**

**Rating:** 5.0/5.0 stars

_— Utilisateur vérifié à Marketing et publicité_

[Read full review](https://www.g2.com/fr/survey_responses/trustarc-review-11117063)

**["Confidentialité"](https://www.g2.com/fr/survey_responses/trustarc-review-11800184)**

**Rating:** 4.0/5.0 stars

_— Kevin D._

[Read full review](https://www.g2.com/fr/survey_responses/trustarc-review-11800184)

#### What Are G2 Users Discussing About TrustArc?

- [What is TrustArc preference manager?](https://www.g2.com/fr/discussions/what-is-trustarc-preference-manager) - 1 comment, 1 upvote
- [Qu'est-ce que le logiciel de gestion de la confidentialité ?](https://www.g2.com/fr/discussions/trustarc-what-is-privacy-management-software) - 1 comment, 1 upvote
- [Qu'est-ce que le consentement St TrustArc ?](https://www.g2.com/fr/discussions/what-is-consent-st-trustarc) - 1 comment, 1 upvote
- [À quoi sert TrustArc ?](https://www.g2.com/fr/discussions/what-is-trustarc-used-for) - 1 comment, 1 upvote

### [Securiti](https://www.g2.com/products/securiti/reviews)

Securiti is the pioneer of the DataAI Command Center, a centralized platform that enables the safe use of data and GenAI. It provides unified data intelligence, controls and orchestration across hybrid multicloud environments. Large global enterprises rely on Securiti's Data Command Center for data security, privacy, governance, and compliance. Securiti has been recognized with numerous industry and analyst awards, including "Most Innovative Startup" by RSA, "Top 25 Machine Learning Startups" by Forbes, "Most Innovative AI Companies'' by CB Insights, "Cool Vendor in Data Security" by Gartner, and "Privacy Management Wave Leader'' by Forrester. For more information, please follow us on LinkedIn and visit Securiti.ai.

**Average Rating:** 4.6/5.0

**Total Reviews:** 100

#### How Do G2 Users Rate Securiti?

- **Data access governance:** 9.4/10 (Category avg: 8.8/10)
- **Ease of Admin:** 8.9/10 (Category avg: 8.7/10)
- **Data Subject Access Requests:** 9.1/10 (Category avg: 8.7/10)
- **Breach notification:** 8.7/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Securiti?

- **Seller:** [Veeam](https://www.g2.com/sellers/veeam)
- **Company Website:** www.veeam.com
- **Year Founded:** 2006
- **HQ Location:** Kirkland, WA
- **Twitter:** @veeam  
51,541 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=646272071be15a290cbdd4111d9e0c5f0602e8e08def93b7c41f45cc526a2956&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fveeam-software%2F&secure%5Burl_type%5D=linkedin_company_website)  
7,174 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Banking
- **Company Size:** 63% Large, 16% Small

#### What Do G2 Reviewers Say About Securiti?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Securiti to be **easy to set up and manage** , enhancing their overall experience with the tool.
- Users commend the **professional and responsive customer support** provided by Securiti, enhancing their overall experience.
- Users appreciate the **robust features** of Securiti, especially for data management and privacy governance support.
- Users value Securiti for its **robust automation** in privacy tasks and exceptional customer support, enhancing compliance efforts.
- Users find Securiti's **robust automation for privacy tasks** significantly improves efficiency and compliance management.

##### Cons

- Users find the **complexity** of Securiti's configuration and workflows challenging, requiring extensive training and expertise.
- Users find the **learning curve challenging** , as mastering the extensive features requires significant time and training.
- Users face **difficulties with implementation and integration** , including quick screen timeout and challenges with bulk import.
- Users find the **complexity issues** of Securiti challenging, especially due to the steep learning curve of its features.
- Users experience a **significant learning difficulty** with Securiti due to its complex features and workflows.

#### What Are Recent G2 Reviews of Securiti?

**["Securiti.ai Delivers a True Control Center for Privacy, Governance & AI Risk"](https://www.g2.com/survey_responses/securiti-review-13128698)**

**Rating:** 5.0/5.0 stars

_— Chahat Raj K._

[Read full review](https://www.g2.com/survey_responses/securiti-review-13128698)

**["Unified Data Intelligence for Privacy, DSPM, and AI Governance in One Dashboard"](https://www.g2.com/survey_responses/securiti-review-13170231)**

**Rating:** 5.0/5.0 stars

_— Sriprada B._

[Read full review](https://www.g2.com/survey_responses/securiti-review-13170231)

#### What Are G2 Users Discussing About Securiti?

- [What are the examples of security software?](https://www.g2.com/discussions/what-are-the-examples-of-security-software)
- [What security features mean?](https://www.g2.com/discussions/what-security-features-mean)
- [What does a security software do?](https://www.g2.com/discussions/what-does-a-security-software-do)
- [What are examples of security features?](https://www.g2.com/discussions/what-are-examples-of-security-features)

### [DataGrail](https://www.g2.com/fr/products/datagrail/reviews)

DataGrail est une plateforme complète d'automatisation de la confidentialité alimentée par l'IA pour les équipes de confidentialité, juridiques et de sécurité des plus grandes marques mondiales. Des entreprises comme HubSpot, Databricks, Major League Soccer et d'autres choisissent DataGrail pour : → Gestion du consentement de niveau entreprise → Cartographie des données alimentée par l'IA et intelligence des risques → Intégration profonde et automatisation complète de la confidentialité → Support de l'industrie et expertise en matière de confidentialité Fondée en 2018 et maintenant basée à San Francisco, CA, DataGrail aide les marques à éliminer les risques de confidentialité, à renforcer la confiance des clients et à garantir la conformité avec les exigences réglementaires en constante évolution. → La cartographie automatisée des données, la découverte approfondie et les informations sur les risques alimentées par l'IA vous offrent une visibilité sans précédent sur les risques de confidentialité dans votre entreprise. → La gestion automatisée du consentement facilite la conformité de votre site grâce à une configuration sans code, des mises à jour réglementaires en temps réel et des expériences de marque transparentes. → L'automatisation de pointe de l'industrie et plus de 2 400 intégrations se combinent pour aider à rationaliser les tâches de confidentialité les plus complexes à n'importe quelle échelle et complexité. → Notre équipe de réussite de classe mondiale agit comme une extension de votre programme de confidentialité, allant au-delà du support de base pour fournir une expertise technique et en matière de confidentialité approfondie du jour 1 au jour 1 001. → DataGrail construit une innovation IA de pointe sur une base de sécurité et de sûreté au cœur, afin que vous puissiez livrer en toute confiance le meilleur en matière de confidentialité des données. DataGrail est un leader de l'industrie dans la gestion de la confidentialité des données. Quelques-unes de nos reconnaissances incluent : → Reconnu dans le Gartner Hype Cycle for Privacy, 2022-2025, plus le Gartner Market Guide for Subject Rights Requests 2021 et Gartner Cool Vendor en 2020 → Nommé Leader dans IDC ProductScape : Worldwide Data Privacy Compliance Software, 2023-2025 → Nommé l'une des entreprises les plus innovantes au monde par Fast Company en 2024 → A obtenu le titre de Top Remote Startup et Top SF StartUp dans les Best Places to Work 2025 de Built In

**Average Rating:** 4.7/5.0

**Total Reviews:** 204

#### How Do G2 Users Rate DataGrail?

- **Gouvernance de l’accès aux données:** 8.8/10 (Category avg: 8.8/10)
- **Facilité d’administration:** 8.9/10 (Category avg: 8.7/10)
- **Demandes d’accès des personnes concernées:** 9.1/10 (Category avg: 8.7/10)
- **Notification d’atteinte à la vie privée:** 8.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind DataGrail?

- **Vendeur:** [DataGrail](https://www.g2.com/fr/sellers/datagrail)
- **Site Web de l'entreprise:** www.datagrail.io
- **Année de fondation:** 2018
- **Emplacement du siège social:** San Francisco, California
- **Twitter:** @DataGrail  
6,293 abonnés Twitter
- **Page LinkedIn®:** [www.linkedin.com](https://www.g2.com/fr/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ffc476711326118c96ad30e858e2513579208c5f947c63795f55712c87208d2e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F18472666%2F&secure%5Burl_type%5D=linkedin_company_website)  
70 employés sur LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Logiciels informatiques, Technologie de l'information et services
- **Company Size:** 67% Medium, 21% Large

#### What Do G2 Reviewers Say About DataGrail?

_AI-generated summary from verified user reviews_

##### Pros

- Les utilisateurs apprécient le **support client réactif** de DataGrail, qui aide à résoudre les problèmes rapidement et efficacement.
- Les utilisateurs adorent la **facilité d'utilisation** de DataGrail, appréciant son interface intuitive et son intégration transparente sans l'aide des ingénieurs.
- Les utilisateurs apprécient les **intégrations faciles** avec DataGrail, ce qui accélère la configuration et améliore considérablement l'efficacité globale.
- Les utilisateurs apprécient les **capacités d'automatisation** de DataGrail, rationalisant la conformité et minimisant efficacement l'effort manuel.
- Les utilisateurs trouvent le **soutien utile** de DataGrail indispensable, garantissant une assistance rapide et rationalisant efficacement l'expérience utilisateur.

##### Cons

- Les utilisateurs estiment que les **options de personnalisation limitées** entravent leur capacité à adapter l'outil à des besoins spécifiques.
- Les utilisateurs rencontrent des **problèmes d'intégration** avec DataGrail, luttant avec des options limitées et un support API insuffisant pour l'automatisation.
- Les utilisateurs trouvent les **processus manuels** dans DataGrail lourds, souhaitant une meilleure automatisation et intégration pour plus d'efficacité.
- Les utilisateurs notent la **fonctionnalité limitée** de DataGrail, soulignant les fonctionnalités manquantes et l'intégration API inadéquate pour les demandes de confidentialité.
- Les utilisateurs rencontrent des **flux de travail inefficaces** avec DataGrail, faisant face à des retards et de la confusion lors de la mise en œuvre du consentement et de la personnalisation des fonctionnalités.

#### What Are Recent G2 Reviews of DataGrail?

**["Excellente gestion du consentement et interface de bannière personnalisable"](https://www.g2.com/fr/survey_responses/datagrail-review-12576269)**

**Rating:** 5.0/5.0 stars

_— Utilisateur vérifié à Organisation civique et sociale_

[Read full review](https://www.g2.com/fr/survey_responses/datagrail-review-12576269)

**["Intégrations riches et découverte de données automatisée simplifiées"](https://www.g2.com/fr/survey_responses/datagrail-review-12576110)**

**Rating:** 4.5/5.0 stars

_— Utilisateur vérifié à Sports_

[Read full review](https://www.g2.com/fr/survey_responses/datagrail-review-12576110)

#### What Are G2 Users Discussing About DataGrail?

- [À quoi sert DataGrail ?](https://www.g2.com/fr/discussions/what-is-datagrail-used-for) - 1 comment

### [Feroot Security](https://www.g2.com/products/feroot-security/reviews)

The Feroot AI Platform brings intelligent automation to ensure compliant and secure user experiences across web and mobile applications—eliminating manual processes, reducing human error, and replacing operational overhead with continuous, real-time protection. Instead of spending months manually auditing websites and mobile applications, organizations can achieve security and compliance in as little as 45 seconds. Feroot automates website security and compliance programs to help meet the requirements of PCI DSS 4.0.1, HIPAA (including Rules on the Use of Online Tracking Technologies), CCPA / CPRA, GDPR, CIPA, and more than 50 global laws and industry standards. At the core of the platform are Feroot AI Agents that continuously monitor, detect, and enforce compliance across client-side environments. They identify and stop hidden threats such as Magecart attacks, formjacking, unauthorized tracking, data leakage, and malicious third-party scripts before they can compromise sensitive data. Feroot is purpose-built to protect high-value web assets including payment pages, login forms, healthcare portals, and other sensitive workflows where customer and patient data is most at risk. The unified platform integrates critical web security and compliance capabilities into a single solution, including: • JavaScript behavior analysis • Web compliance scanning • Third-party script monitoring • Consent audit and policy enforcement • Data privacy posture management By combining security monitoring with automated compliance enforcement, Feroot provides complete visibility and control over client-side risk without adding complexity. From Fortune 500 enterprises to healthcare providers, retailers, SaaS platforms, universities, utilities, municipalities, travel companies, gaming platforms, and payment service providers, organizations of all sizes trust Feroot to safeguard sensitive customer data and maintain regulatory compliance in an increasingly complex digital landscape. Feroot AI solutions include: • PaymentGuard AI – Protects payment workflows and PCI-scoped environments • HealthData Shield AI – Secures patient data and healthcare portals • AlphaPrivacy AI – Ensures data privacy compliance and user consent enforcement • CodeGuard AI – Monitors and protects client-side code integrity and behavior Visit https://www.feroot.com for more information.

**Average Rating:** 4.9/5.0

**Total Reviews:** 29

#### How Do G2 Users Rate Feroot Security?

- **Data access governance:** 8.8/10 (Category avg: 8.8/10)
- **Ease of Admin:** 8.9/10 (Category avg: 8.7/10)
- **Data Subject Access Requests:** 0.0/10 (Category avg: 8.7/10)
- **Breach notification:** 8.8/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Feroot Security?

- **Seller:** [Feroot Security](https://www.g2.com/sellers/feroot-security)
- **Company Website:** www.feroot.com
- **Year Founded:** 2017
- **HQ Location:** Toronto, Ontario, Canada
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1cd972e099fef0394cb1945202df3eb45546806f042d7a07f17ab86ba27d763e&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fferoot&secure%5Burl_type%5D=linkedin_company_website)  
51 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 48% Large, 31% Medium

#### What Do G2 Reviewers Say About Feroot Security?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **timely and effective customer support** from Feroot, enhancing their overall experience with the platform.
- Users find Feroot Security's interface to be **intuitive and user-friendly** , facilitating easy navigation and efficient operation.
- Users highlight Feroot's **robust security features** that enhance compliance and strengthen overall cybersecurity posture effectively.
- Users praise Feroot Security for its **exceptional support and intuitive design** , making the experience efficient and seamless.
- Users appreciate the **easy integrations** of Feroot Security, simplifying workflows with seamless connections to essential tools.

##### Cons

- Users find the **UI to be confusing** initially, requiring time to understand the setup and configuration options.
- Users note a **steep learning curve** with Feroot Security, particularly in navigating the UI and configuring options.
- Users find the **UI not intuitive** , making initial setup and understanding features challenging without guidance.
- Users find the **complex setup** of Feroot Security challenging, requiring time for learning and understanding configurations.
- Users find the **difficult setup** in Feroot Security hinders the initial experience, despite its overall effectiveness once established.

#### What Are Recent G2 Reviews of Feroot Security?

**["Robust Client-Side Security with Exceptional Support"](https://www.g2.com/survey_responses/feroot-security-review-12512024)**

**Rating:** 5.0/5.0 stars

_— Hama M._

[Read full review](https://www.g2.com/survey_responses/feroot-security-review-12512024)

**["Effective tooling for PCI DSS compliance, great team"](https://www.g2.com/survey_responses/feroot-security-review-12764308)**

**Rating:** 5.0/5.0 stars

_— Daniel F._

[Read full review](https://www.g2.com/survey_responses/feroot-security-review-12764308)

### [Transcend](https://www.g2.com/products/transcend/reviews)

Transcend is the only autonomous platform that answers "can I use this data?" in real-time to power every data decision so enterprises can scale growth. Only Transcend encodes consent, permissions, and business policy directly into the enterprise systems that process customer data, turning thousands of scattered signals into a real-time source of data truth. That source of truth becomes a decision layer that tells every employee, system, and AI agent if data can be used in real-time. Capture governance and business rules in context, encode them into the systems that already hold data, and see them enforced automatically everywhere data flows. This means AI, personalization, and first-party monetization efforts stop stalling in governance review and start shipping faster, so Marketing reaches its full permissioned audience, Engineering stops maintaining custom scripts and brittle pipelines, and CIOs can trust that business-critical initiatives launch responsibly and on-time. Experience the Transcend difference that Fortune 500 companies have come to rely on to unblock +$1.9 billion in revenue.

**Average Rating:** 4.6/5.0

**Total Reviews:** 111

#### How Do G2 Users Rate Transcend?

- **Data access governance:** 9.0/10 (Category avg: 8.8/10)
- **Ease of Admin:** 9.2/10 (Category avg: 8.7/10)
- **Data Subject Access Requests:** 9.1/10 (Category avg: 8.7/10)
- **Breach notification:** 9.4/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Transcend?

- **Seller:** [Transcend](https://www.g2.com/sellers/transcend)
- **Company Website:** transcend.io
- **Year Founded:** 2017
- **HQ Location:** San Francisco, California
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b7e243dad58325382d39cddde87d08adcd74974315b3bf1bad679d1087f9b402&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Ftranscend-io%2F&secure%5Burl_type%5D=linkedin_company_website)  
161 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Software Engineer
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 75% Medium, 19% Large

#### What Do G2 Reviewers Say About Transcend?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **seamless privacy compliance** support Transcend offers for global regulations, making management straightforward and efficient.
- Users find the **ease of use** of Transcend exceptional, enhancing daily operations and user interface navigation.
- Users value the **easy automation** of privacy processes, significantly enhancing efficiency and compliance management.
- Users value the **excellent customer support** from Transcend, enhancing their overall experience and compliance efforts.
- Users value the **seamless privacy compliance** capabilities of Transcend, making management straightforward and efficient.

##### Cons

- Users face **integration issues** with existing tools, leading to delays and unawareness of certain app link failures.
- Users often face **setup difficulties** due to complex integrations and insufficient documentation, extending the overall timeline.
- Users find the **complex implementation** of Transcend challenging, highlighting the need for better planning and coordination.
- Users experience **delays** due to bugs and slow support, which can significantly impact their business operations.
- Users experience **delayed support** from Transcend, impacting their ability to resolve issues efficiently for their businesses.

#### What Are Recent G2 Reviews of Transcend?

**["Transcending Trust with a modern privacy platform where they actually listen and respond to needs!"](https://www.g2.com/survey_responses/transcend-review-11055578)**

**Rating:** 5.0/5.0 stars

_— Darren J._

[Read full review](https://www.g2.com/survey_responses/transcend-review-11055578)

**["Trusted and Easy"](https://www.g2.com/survey_responses/transcend-review-11786172)**

**Rating:** 5.0/5.0 stars

_— Dharani K._

[Read full review](https://www.g2.com/survey_responses/transcend-review-11786172)

### [Ethyca](https://www.g2.com/products/ethyca/reviews)

Ethyca is the trusted data layer for enterprise AI—unifying privacy, compliance, and governance in a single platform designed to support safe, scalable AI adoption. Built for global enterprises operating across complex regulatory landscapes, Ethyca helps organizations establish the infrastructure required to manage sensitive data responsibly and unlock its value across AI, analytics, and business systems. Ethyca’s platform automates core privacy engineering workflows, enabling teams to map, monitor, and control data usage in real-time across distributed environments. It ensures that policies aren’t just written—they’re enforced consistently across systems, teams, and jurisdictions. With full-stack integrations, automated audit trails, and dynamic consent and usage controls, Ethyca empowers legal, compliance, and engineering teams to meet modern regulatory standards while preparing their infrastructure for AI scale. Key Features: Real-Time Data Mapping: Automatically discovers and classifies sensitive data across infrastructure, maintaining a live, structured data inventory that supports both privacy compliance and AI readiness. Consent & Preference Management: Centralizes and enforces user consent across web properties, apps, and backend systems to ensure reliable, synchronized data usage permissions. Privacy Request Automation: Streamlines fulfillment of subject rights requests (DSARs), with built-in audit logging and configurable workflows for secure, compliant execution. AI Governance: Enables responsible AI development with fine-grained policy enforcement, usage monitoring, and lineage tracking across model training, inference, and evaluation pipelines. Ethyca gives the world’s leading organizations—from media to fintech to healthcare—the infrastructure to build with trust. Learn more at ethyca.com.

**Average Rating:** 4.7/5.0

**Total Reviews:** 16

#### How Do G2 Users Rate Ethyca?

- **Data access governance:** 9.6/10 (Category avg: 8.8/10)
- **Ease of Admin:** 8.8/10 (Category avg: 8.7/10)
- **Data Subject Access Requests:** 9.6/10 (Category avg: 8.7/10)
- **Breach notification:** 9.2/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Ethyca?

- **Seller:** [Ethyca](https://www.g2.com/sellers/ethyca)
- **Year Founded:** 2018
- **HQ Location:** New York, NY
- **Twitter:** @ethyca  
755 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=8d2328cd7c82b9c0e57b80b5f88d9b71ec3f7a528f91f19e7d03141a9dd9dfba&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F35697270%2F&secure%5Burl_type%5D=linkedin_company_website)  
50 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 44% Medium, 44% Small

#### What Are Recent G2 Reviews of Ethyca?

**["Privacy management made simple with Ethyca"](https://www.g2.com/survey_responses/ethyca-review-4588875)**

**Rating:** 4.5/5.0 stars

_— Emily P._

[Read full review](https://www.g2.com/survey_responses/ethyca-review-4588875)

**["Easy to understand and implement as a non-technical person"](https://www.g2.com/survey_responses/ethyca-review-4721036)**

**Rating:** 5.0/5.0 stars

_— Meg M._

[Read full review](https://www.g2.com/survey_responses/ethyca-review-4721036)

#### What Are G2 Users Discussing About Ethyca?

- [What is Ethyca used for?](https://www.g2.com/discussions/what-is-ethyca-used-for)

### [Secuvy](https://www.g2.com/products/secuvy/reviews)

Secuvy automates and simplifies data privacy compliance and data protection through our low touch self-learning AI providing customers with 360° continuous visibility into all their personal and sensitive data with the greatest accuracy, unparalleled speed and the lowest cost. The Secuvy platform enables customers to discover, classify, link, categorize, inventory, prioritize data risks, apply controls with a policy engine, apply business rules, access governance, data retention, consent management, automated DSRs, assessments, and more.

**Average Rating:** 4.5/5.0

**Total Reviews:** 25

#### How Do G2 Users Rate Secuvy?

- **Data access governance:** 8.6/10 (Category avg: 8.8/10)
- **Ease of Admin:** 8.3/10 (Category avg: 8.7/10)
- **Data Subject Access Requests:** 8.9/10 (Category avg: 8.7/10)
- **Breach notification:** 9.2/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Secuvy?

- **Seller:** [Secuvy](https://www.g2.com/sellers/secuvy)
- **Year Founded:** 2019
- **HQ Location:** San Ramon, CA
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f798622bb0ddb631faded7c310477c5f7fc45780397b43d173edbceb3e010f84&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F54276242&secure%5Burl_type%5D=linkedin_company_website)  
42 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Information Technology and Services
- **Company Size:** 48% Small, 40% Medium

#### What Do G2 Reviewers Say About Secuvy?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **strong security features** of Secuvy, ensuring effective detection and monitoring of external threats.
- Users rave about Secuvy's **excellent data security** , noting fewer incidents and superior protection for sensitive information.
- Users appreciate the **excellent data privacy** and AI-driven security features of Secuvy, which simplify data management significantly.
- Users appreciate the **automated classification** abilities of Secuvy, enhancing security through efficient data management and analysis.
- Users appreciate the **importance of data privacy** that Secuvy provides, ensuring reliable protection for sensitive information.

##### Cons

- Users find the **difficult setup** of Secuvy to be a significant challenge, requiring advanced technical skills.
- Users find the **learning difficulty** of Secuvy challenging, especially for beginners struggling with setup and features.
- Users find the **complex setup** process challenging, often requiring additional support to get started effectively.
- Users find the **learning curve challenging** , making initial setup and understanding difficult for beginners.
- Users face a **complex setup process** that creates a steep learning curve and reliance on customer support.

#### What Are Recent G2 Reviews of Secuvy?

**["One of the best software I have ever used"](https://www.g2.com/survey_responses/secuvy-review-10875884)**

**Rating:** 4.5/5.0 stars

_— Krishna G._

[Read full review](https://www.g2.com/survey_responses/secuvy-review-10875884)

**["Secuvy Delivers Unified Threat Visibility with Strong Detection and Takedown Automation"](https://www.g2.com/survey_responses/secuvy-review-12001393)**

**Rating:** 4.5/5.0 stars

_— Verified User in Media Production_

[Read full review](https://www.g2.com/survey_responses/secuvy-review-12001393)

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

La plateforme d'intelligence des données de BigID permet aux organisations de connaître leurs données d'entreprise et d'agir pour la confidentialité, la protection et la perspective. Les clients déploient BigID pour découvrir, gérer, protéger et tirer plus de valeur de leurs données réglementées, sensibles et personnelles à travers leur paysage de données. En appliquant l'apprentissage automatique avancé et une connaissance approfondie des données, BigID transforme la découverte des données et l'intelligence des données pour relever les défis de la confidentialité des données, de la sécurité des données et de la gouvernance des données sur tous les types de données, à l'échelle du pétaoctet, sur site et dans le cloud. Obtenez une intelligence des données exploitable avec BigID : une plateforme, des possibilités infinies.

**Average Rating:** 4.3/5.0

**Total Reviews:** 16

#### How Do G2 Users Rate BigID?

- **Gouvernance de l’accès aux données:** 8.3/10 (Category avg: 8.8/10)
- **Facilité d’administration:** 7.8/10 (Category avg: 8.7/10)
- **Demandes d’accès des personnes concernées:** 8.3/10 (Category avg: 8.7/10)
- **Notification d’atteinte à la vie privée:** 8.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind BigID?

- **Vendeur:** [BigID](https://www.g2.com/fr/sellers/bigid)
- **Année de fondation:** 2016
- **Emplacement du siège social:** New York, New York
- **Twitter:** @bigidsecure  
2,763 abonnés Twitter
- **Page LinkedIn®:** [www.linkedin.com](https://www.g2.com/fr/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3776abcb2a51ffa9d56c28599adc6ee42562cf5100f994b89247799f43f4710c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fbigid%2F&secure%5Burl_type%5D=linkedin_company_website)  
646 employés sur LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Marketing et publicité, Logiciels informatiques
- **Company Size:** 44% Small, 38% Medium

#### What Do G2 Reviewers Say About BigID?

_AI-generated summary from verified user reviews_

##### Pros

- Les utilisateurs remarquent les **capacités améliorées de gestion des cookies** de BigID, améliorant leur expérience et la gestion de la conformité.

##### Cons

- Les utilisateurs sont frustrés par les **problèmes de bannière** , y compris les suppressions de compte et la perte d'accès à la plateforme.
- Les utilisateurs expriment leur frustration face à la **suppression de compte et au manque de support** après la reprise par BigID, entravant l'accès aux services.
- Les utilisateurs rencontrent des **problèmes de gestion des données** avec BigID, y compris des suppressions de comptes et une perte d'accès aux services précédemment achetés.
- Les utilisateurs sont frustrés par les **tarifs élevés** de BigID et le manque de support pour les clients LTD existants.
- Les utilisateurs sont frustrés par la **fonctionnalité limitée** de BigID, car les comptes sont supprimés et l'accès aux services est perdu.

#### What Are Recent G2 Reviews of BigID?

**["BigID"](https://www.g2.com/fr/survey_responses/bigid-review-9867530)**

**Rating:** 4.5/5.0 stars

_— Dolly B._

[Read full review](https://www.g2.com/fr/survey_responses/bigid-review-9867530)

**["Bonjour à Illow.io"](https://www.g2.com/fr/survey_responses/bigid-review-8233082)**

**Rating:** 5.0/5.0 stars

_— Carla S._

[Read full review](https://www.g2.com/fr/survey_responses/bigid-review-8233082)

### [Cloud Compliance for Salesforce](https://www.g2.com/products/cloud-compliance-for-salesforce/reviews)

Build customer trust by keeping their data safe and your processes compliant with GDPR, CCPA, LGPD, and HIPAA data privacy regulations. ✔ Privacy Rights Automation Automate Data Portability, Right To Be Forgotten (RTBF), de-identification, and other Subject Access Requests (SAR). Our app enables self-service and automates all privacy rights-related activities. ✔ Data Minimization & Retention Limit breach exposure by reducing your data footprint. Old data increases breach impact and storage cost. Our app automates data anonymization/obfuscation and deletion in line with retention policies ✔ Sandbox Data Mask Protect your organization and mask/erase sensitive data from your sandboxes. Our app mitigates data breach risk with an automated & consistent DevOps/CI/CD process ✔ Consent Management Solve consent fragmentation with an enterprise-wide consent and communication preference repository. Our app integrates with Marketing Cloud, Pardot, Marketo and others ✔ Personal Data Discovery Create a Personal Data Inventory and conduct Data Protection Impact Assessments (DPIA) ✔ Policy & Notice Management Drive transparency and audit-readiness in your privacy disclosures Valuable GDPR Compliance Tool. - Lucia T, Vera Solutions An Excellent tool for CCPA. - Sachin K, Slalom We were looking for a one-touch RTBF/Portability utility. Highly recommend this product for a quick/easy solution - Andrew M, ClearChoice

**Average Rating:** 4.5/5.0

**Total Reviews:** 21

#### How Do G2 Users Rate Cloud Compliance for Salesforce?

- **Data access governance:** 8.6/10 (Category avg: 8.8/10)
- **Ease of Admin:** 9.0/10 (Category avg: 8.7/10)
- **Data Subject Access Requests:** 8.3/10 (Category avg: 8.7/10)
- **Breach notification:** 8.8/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Cloud Compliance for Salesforce?

- **Seller:** [Cloud Compliance](https://www.g2.com/sellers/cloud-compliance-ea3db68a-ee7d-4785-9bef-15ae06ebb092)
- **Year Founded:** 2018
- **HQ Location:** Chicago, IL
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=bf6eb5d7227592a6c7e54f6e169000d64c52d8955b7764091f566947e8a017da&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcloudcompliance-app%2F&secure%5Burl_type%5D=linkedin_company_website)  
25 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 57% Medium, 33% Large

#### What Are Recent G2 Reviews of Cloud Compliance for Salesforce?

**["Installer/service technician"](https://www.g2.com/survey_responses/cloud-compliance-for-salesforce-review-7808850)**

**Rating:** 4.5/5.0 stars

_— Nicholas R._

[Read full review](https://www.g2.com/survey_responses/cloud-compliance-for-salesforce-review-7808850)

**["Best tool for securing data"](https://www.g2.com/survey_responses/cloud-compliance-for-salesforce-review-9637322)**

**Rating:** 4.5/5.0 stars

_— SYED BASAR K._

[Read full review](https://www.g2.com/survey_responses/cloud-compliance-for-salesforce-review-9637322)

#### What Are G2 Users Discussing About Cloud Compliance for Salesforce?

- [What is Cloud Compliance for Salesforce used for?](https://www.g2.com/discussions/what-is-cloud-compliance-for-salesforce-used-for)

### [Mandatly Privacy Compliance](https://www.g2.com/products/mandatly-privacy-compliance/reviews)

Mandatly offers SaaS based software solution to help organizations operationalize and automate their privacy program to comply with GDPR, CCPA and other privacy laws. Mandatly’s highly configurable software provides comprehensive and flexible solutions to complex privacy processes and support multiple privacy compliance requirements. Mandatly provides automated solutions for Privacy Assessments, System and Data Inventory, Data Subject Requests, Cookies and Consent Management. Mandatly API Management also allows seamless integration with other systems for automated data discovery, identity verification, consent collection and single sign on. Mandatly technology allows auto generation of RoPA, PIA/DPIA reports and engages system, process owners and data protection authorities through its workflow engine to establish accountability and gain real-time visibility into organization’s privacy management initiatives.

**Average Rating:** 4.8/5.0

**Total Reviews:** 12

#### How Do G2 Users Rate Mandatly Privacy Compliance?

- **Data access governance:** 9.2/10 (Category avg: 8.8/10)
- **Ease of Admin:** 9.6/10 (Category avg: 8.7/10)
- **Data Subject Access Requests:** 9.4/10 (Category avg: 8.7/10)
- **Breach notification:** 9.7/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Mandatly Privacy Compliance?

- **Seller:** [Mandatly](https://www.g2.com/sellers/mandatly)
- **Year Founded:** 2019
- **HQ Location:** Irving
- **Twitter:** @mandatlyinc  
9 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7f1ab4411de2420b0e8c12fd145611cbbc0dabe4afec9208fc551c9b669443db&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmandatlyinc%2Fabout%2F&secure%5Burl_type%5D=linkedin_company_website)  
12 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 54% Small, 38% Medium

#### What Do G2 Reviewers Say About Mandatly Privacy Compliance?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Mandatly Privacy Compliance to be **easy to use** , enabling efficient management of privacy regulations effortlessly.
- Users find Mandatly Privacy Compliance's **effective data management** crucial for staying compliant and saving time on privacy regulations.
- Users value the **ease of use** of Mandatly Privacy Compliance for efficient daily privacy management and compliance tracking.
- Users value the **user-friendly interface** of Mandatly, enabling easy management of data privacy compliance for all team members.
- Users value the **user-friendly design** of Mandatly Privacy Compliance, facilitating easy management of privacy compliance daily.

##### Cons

- Users find the **difficult setup** of Mandatly Privacy Compliance hinders integration and complicates the user experience.
- Users face **integration issues** with Mandatly Privacy Compliance, complicating deployment and causing delays in setup.
- Users find the **learning curve steep** with Mandatly Privacy Compliance, complicating initial adoption due to technical challenges.
- Users note the **limited customization** in Mandatly Privacy Compliance, affecting deployment and ease of use for new users.
- Users find the product **too complex for non-ICT specialists** , which limits its accessibility and usability.

#### What Are Recent G2 Reviews of Mandatly Privacy Compliance?

**["All-in-One Privacy Compliance Made Easy with Robust Features"](https://www.g2.com/survey_responses/mandatly-privacy-compliance-review-12022239)**

**Rating:** 5.0/5.0 stars

_— Chinthaka J._

[Read full review](https://www.g2.com/survey_responses/mandatly-privacy-compliance-review-12022239)

**["Very unique and good experience"](https://www.g2.com/survey_responses/mandatly-privacy-compliance-review-10893846)**

**Rating:** 5.0/5.0 stars

_— Ayush S._

[Read full review](https://www.g2.com/survey_responses/mandatly-privacy-compliance-review-10893846)

#### What Are G2 Users Discussing About Mandatly Privacy Compliance?

- [What is Mandatly Privacy Compliance used for?](https://www.g2.com/discussions/what-is-mandatly-privacy-compliance-used-for)

### [Data Identification Manager](https://www.g2.com/fr/products/data-identification-manager/reviews)

Le Data Identification Manager™ élimine l'effort de classification de vos données en appliquant les mêmes règles, technologies, apprentissage automatique et gestion continue de la classification dans toute l'organisation. Cela garantit une sécurité des données toujours précise et continuellement pertinente pour l'ensemble de votre parc informatique.

**Average Rating:** 5.0/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate Data Identification Manager?

- **Gouvernance de l’accès aux données:** 10.0/10 (Category avg: 8.8/10)
- **Facilité d’administration:** 8.3/10 (Category avg: 8.7/10)
- **Demandes d’accès des personnes concernées:** 10.0/10 (Category avg: 8.7/10)
- **Notification d’atteinte à la vie privée:** 10.0/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Data Identification Manager?

- **Vendeur:** [Data443 Risk Mitigation](https://www.g2.com/fr/sellers/data443-risk-mitigation)
- **Année de fondation:** 2017
- **Emplacement du siège social:** Morrisville, NC
- **Twitter:** @data443Risk  
1,324 abonnés Twitter
- **Page LinkedIn®:** [www.linkedin.com](https://www.g2.com/fr/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=158b2a6a8cb18679b468d3d9e4e541acc157bae38824f7dc048418cd34f1b8f4&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdata443-risk-mitigation-inc%2F&secure%5Burl_type%5D=linkedin_company_website)  
19 employés sur LinkedIn®
- **Propriété:** OTC: ATDS

#### Who Uses This Product?

- **Company Size:** 67% Medium, 33% Large

#### What Are Recent G2 Reviews of Data Identification Manager?

**["Identité Protéger"](https://www.g2.com/fr/survey_responses/data-identification-manager-review-9956622)**

**Rating:** 5.0/5.0 stars

_— Jhona H._

[Read full review](https://www.g2.com/fr/survey_responses/data-identification-manager-review-9956622)

**["Examen sur le gestionnaire d'identification des données"](https://www.g2.com/fr/survey_responses/data-identification-manager-review-9937193)**

**Rating:** 5.0/5.0 stars

_— Utilisateur vérifié à Comptabilité_

[Read full review](https://www.g2.com/fr/survey_responses/data-identification-manager-review-9937193)

### [SkyPoint Cloud](https://www.g2.com/products/skypoint-cloud/reviews)

SkyPoint is a leading provider of innovative data integration, analytics, and AI solutions that enable organizations to unleash the full potential of their data. Our mission is to bring people and data together, empowering teams across healthcare (value-based care, senior living and home care) to succeed through a stronger data culture. We recognize that the future belongs to those who can leverage data and AI effectively. That's why we have created the only SaaS platform that delivers the modern data stack in a box. Our platform is designed for the new era of data integration, AI, analytics, data privacy, data quality, open architecture, and security. With SkyPoint, your team has all the necessary tools to achieve their maximum potential and create a lasting impact on your business. At SkyPoint, we believe that your team should have full ownership of your data. That's why our solution resides within your organization's four walls, providing complete data privacy and security.

**Average Rating:** 4.6/5.0

**Total Reviews:** 4

#### How Do G2 Users Rate SkyPoint Cloud?

- **Data access governance:** 8.3/10 (Category avg: 8.8/10)
- **Ease of Admin:** 7.5/10 (Category avg: 8.7/10)
- **Data Subject Access Requests:** 6.7/10 (Category avg: 8.7/10)
- **Breach notification:** 8.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind SkyPoint Cloud?

- **Seller:** [SkyPoint Cloud](https://www.g2.com/sellers/skypoint-cloud)
- **Year Founded:** 2020
- **HQ Location:** Portland, Oregon, United States
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=402685a0d41762d680d2def3cc88112215977aeccd330539d27b51f5602b2c75&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fskypoint-cloud%2F&secure%5Burl_type%5D=linkedin_company_website)  
148 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 75% Medium, 25% Large

#### What Do G2 Reviewers Say About SkyPoint Cloud?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **helpful customer support** of SkyPoint Cloud, enhancing their overall experience with the product.
- Users value the **extensive connectivity options** of SkyPoint Cloud, simplifying data ingestion and unification from various sources.
- Users find the **ease of use** in SkyPoint Cloud impressive, effortlessly integrating data from various sources.
- Users value the **easy integration** of SkyPoint Cloud, facilitating seamless data ingestion from various sources.
- Users value the **extensive connectivity options** of SkyPoint Cloud, simplifying data ingestion and unification from various sources.

##### Cons

- Users express a need for **insufficient guidance** in utilizing advanced features of SkyPoint Cloud effectively.
- Users express a need for **insufficient resources** , particularly in documentation and user guides for advanced features.
- Users note a **steep learning curve** due to insufficient documentation and guides for advanced features in SkyPoint Cloud.
- Users find the **poor documentation** frustrating, especially when trying to utilize advanced features effectively.
- Users find the **poor guidance** on advanced features frustrating, as they seek better documentation and user support.

#### What Are Recent G2 Reviews of SkyPoint Cloud?

**["Comprehensive Data Integration and Analytics Platform with Excellent Support"](https://www.g2.com/survey_responses/skypoint-cloud-review-10626962)**

**Rating:** 4.0/5.0 stars

_— Kazi R._

[Read full review](https://www.g2.com/survey_responses/skypoint-cloud-review-10626962)

**["Amazing data insights provider"](https://www.g2.com/survey_responses/skypoint-cloud-review-10691127)**

**Rating:** 4.5/5.0 stars

_— Gaurav G._

[Read full review](https://www.g2.com/survey_responses/skypoint-cloud-review-10691127)

### [Clarip](https://www.g2.com/products/clarip/reviews)

Clarip is the next generation SaaS data privacy platform that helps brands minimize privacy risks and engage customers better. Clarip is a comprehensive data privacy platform for social, web, mobile, cloud app and IoT devices!

**Average Rating:** 4.8/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate Clarip?

- **Data access governance:** 9.2/10 (Category avg: 8.8/10)
- **Ease of Admin:** 8.3/10 (Category avg: 8.7/10)
- **Data Subject Access Requests:** 8.3/10 (Category avg: 8.7/10)
- **Breach notification:** 9.2/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Clarip?

- **Seller:** [Clarip](https://www.g2.com/sellers/clarip)
- **HQ Location:** Philadelphia
- **Twitter:** @claripinc  
655 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=14d7c266b296b847ee0c9b0e7560d6bce2d304eaae20f34786728b8caebf06ec&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fclarip%2F&secure%5Burl_type%5D=linkedin_company_website)  
40 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Small, 33% Large

#### What Are Recent G2 Reviews of Clarip?

**["The Best Privacy Compliance Platform"](https://www.g2.com/survey_responses/clarip-review-7747612)**

**Rating:** 5.0/5.0 stars

_— Kanchupati p._

[Read full review](https://www.g2.com/survey_responses/clarip-review-7747612)

**["Great data management tool."](https://www.g2.com/survey_responses/clarip-review-7737674)**

**Rating:** 5.0/5.0 stars

_— Miguel B._

[Read full review](https://www.g2.com/survey_responses/clarip-review-7737674)

### [Informatica Data Privacy Management](https://www.g2.com/products/informatica-data-privacy-management/reviews)

Discover, analyze, and remediate data risk with automated controls.

**Average Rating:** 4.3/5.0

**Total Reviews:** 3

#### How Do G2 Users Rate Informatica Data Privacy Management?

- **Data access governance:** 8.3/10 (Category avg: 8.8/10)
- **Ease of Admin:** 8.3/10 (Category avg: 8.7/10)
- **Data Subject Access Requests:** 8.3/10 (Category avg: 8.7/10)
- **Breach notification:** 8.3/10 (Category avg: 8.5/10)

#### Who Is the Company Behind Informatica Data Privacy Management?

- **Seller:** [Informatica](https://www.g2.com/sellers/informatica)
- **Year Founded:** 1993
- **HQ Location:** Redwood City, CA
- **Twitter:** @Informatica  
99,643 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=06f93f9659c25422bea5c34037117512928a659c5d640bb989ed85a85cdb1252&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3858%2F&secure%5Burl_type%5D=linkedin_company_website)  
2,802 employees on LinkedIn®
- **Ownership:** NYSE: INFA

#### Who Uses This Product?

- **Company Size:** 33% Large, 33% Medium

#### What Do G2 Reviewers Say About Informatica Data Privacy Management?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **automation capabilities** of Informatica Data Privacy Management, making data management efficient and user-friendly.
- Users appreciate the **compliance support** of Informatica Data Privacy Management, ensuring secure data storage and easy integration.
- Users value the **secure cloud storage** and seamless integration features of Informatica Data Privacy Management, ensuring ease of use.
- Users appreciate the **strong data security** of Informatica Data Privacy Management, benefiting from easy and seamless integration.
- Users appreciate the **ease of use** of Informatica Data Privacy Management, benefiting from its seamless integration and security features.

##### Cons

- Users experience occasional **delays** while downloading large files, causing frustration during recovery times.
- Users experience occasional **performance issues** when downloading heavy files, leading to lag and recovery delays.
- Users experience **slow data transfer** when handling large files, causing delays in recovery time.
- Users experience **slow performance** during data downloads, especially with large files, leading to delays and lags.

#### What Are Recent G2 Reviews of Informatica Data Privacy Management?

**["Protect sensitive data"](https://www.g2.com/survey_responses/informatica-data-privacy-management-review-9500319)**

**Rating:** 4.0/5.0 stars

_— Sumeet J._

[Read full review](https://www.g2.com/survey_responses/informatica-data-privacy-management-review-9500319)

**["Consultant"](https://www.g2.com/survey_responses/informatica-data-privacy-management-review-10306195)**

**Rating:** 4.5/5.0 stars

_— Himanshu S._

[Read full review](https://www.g2.com/survey_responses/informatica-data-privacy-management-review-10306195)

#### What Are G2 Users Discussing About Informatica Data Privacy Management?

- [What is Informatica Data Privacy Management used for?](https://www.g2.com/discussions/what-is-informatica-data-privacy-management-used-for)

### [OpenText Privacy Management](https://www.g2.com/products/opentext-privacy-management/reviews)

OpenText Privacy Management delivers comprehensive privacy management capabilities underpinned by information governance.

**Average Rating:** 4.5/5.0

**Total Reviews:** 2

#### How Do G2 Users Rate OpenText Privacy Management?

- **Data access governance:** 10.0/10 (Category avg: 8.8/10)
- **Data Subject Access Requests:** 10.0/10 (Category avg: 8.7/10)
- **Breach notification:** 10.0/10 (Category avg: 8.5/10)

#### Who Is the Company Behind OpenText Privacy Management?

- **Seller:** [OpenText](https://www.g2.com/sellers/opentext)
- **Year Founded:** 1991
- **HQ Location:** Waterloo, ON
- **Twitter:** @OpenText  
21,565 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6c339a6555764b5ffce77c3df08d6ed9c9b1cb1ee1baeebac8435f0485b7cca5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2709%2F&secure%5Burl_type%5D=linkedin_company_website)  
23,048 employees on LinkedIn®
- **Ownership:** NASDAQ:OTEX

#### Who Uses This Product?

- **Company Size:** 50% Small

#### What Are Recent G2 Reviews of OpenText Privacy Management?

**["OpenText Privacy Management Review"](https://www.g2.com/survey_responses/opentext-privacy-management-review-5064653)**

**Rating:** 4.0/5.0 stars

_— Jerry B._

[Read full review](https://www.g2.com/survey_responses/opentext-privacy-management-review-5064653)

**["privacy management is important"](https://www.g2.com/survey_responses/opentext-privacy-management-review-9565589)**

**Rating:** 5.0/5.0 stars

_— mayur v._

[Read full review](https://www.g2.com/survey_responses/opentext-privacy-management-review-9565589)

#### What Are G2 Users Discussing About OpenText Privacy Management?

- [What is OpenText Privacy Management used for?](https://www.g2.com/discussions/what-is-opentext-privacy-management-used-for)

- &lsaquo; Prev‹ Prev
- 1
- [2](/categories/data-privacy-management/f/automated?filters%5BData+discovery+methods%5D%5B%5D=283&open_modal_url=%2Fproducts%2Finformatica-data-privacy-management%2Fwishlists%3Fhost_path%3D%252Fcategories%252Fdata-privacy-management%252Ff%252Fautomated%26source%3Dcategory&order=g2_score&page=2#product-list)
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Spotlight Categories

[Product Information Management (PIM) Systems](https://www.g2.com/categories/product-information-management-pim)

[Payroll Software](https://www.g2.com/categories/payroll)

[Contact Center Software](https://www.g2.com/categories/contact-center)

[Electronic Data Interchange (EDI) Software](https://www.g2.com/categories/electronic-data-interchange-edi)

[Email Marketing Software](https://www.g2.com/categories/email-marketing)

Similar Categories

- [Consent Management Platform (CMP)](/categories/consent-management-platform-cmp)
- [Cookie Tracking](/categories/cookie-tracking)
- [Data Breach Notification](/categories/data-breach-notification)
- [Data Clean Room](/categories/data-clean-room)
- [Data De-Identification](/categories/data-de-identification)

- [Data Subject Access Request (DSAR)](/categories/data-subject-access-request-dsar)
- [Employee Identity Theft Protection](/categories/employee-identity-theft-protection)
- [Identity Verification](/categories/identity-verification)
- [Other Privacy](/categories/other-privacy)
- [Privacy Impact Assessment (PIA)](/categories/privacy-impact-assessment-pia)

- [Privacy Policy Generator](/categories/privacy-policy-generator)
- [Sensitive Data Discovery](/categories/sensitive-data-discovery)
- [Website Privacy Auditing Tools](/categories/website-privacy-auditing-tools)

[Browse Data Privacy Management Themes](/categories/data-privacy-management/themes)

Below are the top-rated Data Privacy Management Software with Automated capabilities, as verified by G2’s Research team. Real users have identified Automated as an important function of Data Privacy Management Software. Compare different products that offer this feature so you can decide which is best for your business needs.

Top Tools at a Glance

| 

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Operationalized privacy compliance with centralized consent and assessments

 | 

User Review

"A Well-Designed App with Great Potential"

 |
| 

 | 

Unified DSAR, DSPM, and privacy governance automation

 | 

User Review

"Unified Data Intelligence for Privacy, DSPM, and AI Governance in One Dashboard"

 |
| 

 | 

GDPR and ISO 27001 compliance with embedded DPO advisory

 | 

User Review

"Friendly, Human-Centered Pre-Audit That Keeps You Fully Informed"

 |
| 

 | 

Consent orchestration and DSAR automation across jurisdictions

 | 

User Review

"Intuitive and Supportive, Perfect for Legal Compliance"

 |
| 

 | 

Multi-regulation cookie consent with GTM-native deployment

 | 

User Review

"Didomi Simplifies Legal and Compliance So We Can Focus on Our Core Business"

 |
| 

 | 

Multi-jurisdiction consent and DSAR automation

 | 

User Review

"Granular Cookie Consent Management Across All Sites—With Powerful Search"

 |
| 

 | 

Cross-regulation privacy compliance automation and DSARs

 | 

User Review

"Easy-to-Use Compliance Tool That Integrates Seamlessly"

 |
| 

 | 

Automated DSR fulfillment with cross-system data mapping

 | 

User Review

"Rich Integrations and Automated Data Discovery Made Easy"

 |
| 

 | 

Automated DSR fulfillment with PII discovery

 | 

User Review

"Clear Guidance and Easy Implementation That Speeds Up with AI"

 |
| 

 | 

Microsoft 365-native privacy risk automation

 | 

User Review

"Privacy management, data integrity and security amplified with Microsoft Priva"

 |

* * *

Show More

* * *

## How Do You Choose the Right Data Privacy Management Software?

### What You Should Know About Data Privacy Management Software

### What is Data Privacy Management Software?

Data privacy management software helps companies comply with global data privacy regulations such as the European Union’s General Data Protection Regulation (GDPR), the California Consumer Privacy Act (CCPA), Brazil's Lei Geral de Proteção de Dados (LGPD), and many such privacy regulations. The central functions of this software revolve around assisting companies in locating sensitive data such as personally identifiable information and responding to customer requests within legally mandated time frames.

Key Benefits of Data Privacy Management Software

- Assist companies in discovering, mapping, and classifying their sensitive data either through automated discovery or via manual surveys administered by workflows
- Include consumer or data subject access request (DSAR) workflow functions to ensure the company responds to the requester within the legally mandated time frame
- Integrate with other tools to provide any additional features such as identity verification, de-identification or pseudonymity, privacy impact assessments (PIA), breach notification, consent management, or website tracker scanning

### Why Use Data Privacy Management Software?

Data privacy management software is used by companies to manage their privacy programs to comply with global privacy laws such as GDPR, CCPA, LGPD, among other privacy regulations. In particular, this software helps companies process, within legally mandated time frames, their DSAR or consumer requests to access, port, or delete the personal data a company holds on them as allowed under the relevant privacy regulations.

To comply with data privacy regulations, companies must first locate the PII that they store or have access to. Data privacy management software includes functions to help discover such sensitive data.

### Who Uses Data Privacy Management Software?

Companies that are subject to global data privacy laws use data privacy management software. The applicability of data privacy regulations differs per regulation but typically, mid-size and larger for-profit businesses are subject to these regulations. Nonprofit and small companies are frequently exempted, but it is a good practice to consult the specific regulation for applicability to a particular business or organization.

Within companies, the teams, departments, and common titles of staff managing privacy programs vary greatly. Privacy professionals may work under the legal department, in regulatory compliance, information security, information technology (IT), and corporate ethics. Other areas where privacy staff may be employed are marketing departments. This function can also be outsourced to a privacy service provider.

Irrespective of who is managing the privacy program within a company, employees from several departments across the business are often required to be involved in complying with data privacy regulations. IT staff may be tasked with locating consumer data; security teams may be required to protect PII and other sensitive data; legal and compliance staff may need to confirm that contacts and other legal obligations are met; employees in the marketing department may be responsible to ensure that consumer consent preferences are managed properly.

### Kinds of Data Privacy Management Software

Data privacy management software is a relatively new addition to the technology solutions landscape and hence, many vendors in this space are only a few years old. Given how new this area is, companies are rapidly improving their offerings and technology solutions for their customers. At present, the main differentiators of this software involve which data privacy regulation compliance it supports and how the software discovers sensitive data.

**Regulation-specific software —** Many data privacy management software tailor their solution to a specific privacy regulation. For example, the more mature software markets focus on GDPR-related data privacy compliance as it was one of the first robust data privacy legislation. Other software providers tailor their solutions to meet [CCPA](https://www.g2.com/categories/data-privacy-management/f/ccpa-program-management) or [LGPD](https://www.g2.com/categories/data-privacy-management/f/lgpd-program-management) compliance. Some data privacy management solutions are regulation agnostic and can be tailored to fit any privacy regulation; these flexible solutions may be particularly helpful in addressing state-specific or local privacy regulations.

[**Automated**](https://www.g2.com/categories/data-privacy-management/f/automated) **vs.** [**manual**](https://www.g2.com/categories/data-privacy-management/f/manual) **data discovery —** The first steps for privacy compliance require an understanding of where a company’s sensitive data, such as PII, protected health information (PHI), payment card industry (PCI) data, intellectual property (IP), and other important business data is stored across multiple company systems including databases, applications, and on user endpoints. Data privacy management software includes methods to locate this data either with manual surveys or automated discovery.

- **Manual surveys —** One method to uncover where a company stores sensitive data is to ask company employees who manage data where sensitive data is stored. This requires staff to manually fill out surveys or excel spreadsheets. Some data privacy management software providers offer prebuilt survey templates and workflow tools to administer this tedious process.
- **Automated discovery —** Automated sensitive data discovery tools connect to a company’s databases, applications, and other data repositories and crawl for, identify, and classify sensitive data automatically. These tools offer up-to-date reports which can be beneficial when responding to auditor or data subject access requests. Many of these tools offer visual representations of the data so the user can see where the overall data is stored geographically and also create a map of an individual data subject.

### Data Privacy Management Software Features

The main functionality of data privacy management software revolves around sensitive data discovery and mapping, DSAR management (or consumer request management), and consent management. The software often provides additional functionality or integrates with separate solutions to offer a host of other useful features. Some of the main features of data privacy management software include:

**Sensitive data discovery and mapping —** Sensitive data discovery functions help businesses locate sensitive data stored across company systems and map the use of that data.

**Data subject access request (DSAR) management —** DSAR software provides a DSAR intake form to accept data subject’s request to access, port, or delete their PII; provide a centralized view of all DSARs in process; alert administrators when it is getting close to the legally mandated response time; provide workflow tools to process DSARs across the organization; help with reporting tools and logs. Some tools also offer an encrypted communication portal to securely communicate and transfer DSAR data to a data subject.

**Consent management —** Consent management is increasingly becoming an important feature of data privacy management software as many data privacy regulations require either opt-in or opt-out consent from users before collecting, using, sharing, or selling their data. These features help companies obtain, track, manage, and update their user consent preferences to adhere to privacy regulations.

#### Additional Data Privacy Management Features

**Vendor assessment management —** Helps companies understand and determine risks associated with sharing sensitive data with their third-party vendors.

[**Cookie compliance**](https://www.g2.com/categories/data-privacy-management/f/cookie-tracker) **—** Allows companies to ensure the cookies and other trackers they use on their website comply with user consents.

[**Data breach**](https://www.g2.com/categories/data-privacy-management/f/data-breach) **notification —** Assists companies in informing end users if their information has been compromised in a data breach.

[**Identity verification**](https://www.g2.com/categories/data-privacy-management/f/id-verification) **—** Helps companies authenticate the identity of a consumer prior to processing a DSAR.

**Data de-identification or pseudonymity —** Reduces the risk of holding PII and other sensitive data by pseudonymizing the data.

[**Privacy impact assessments (PIA)**](https://www.g2.com/categories/data-privacy-management/f/pia) **—** Helps companies go through the steps of a privacy impact assessment, as required by some data privacy regulations.

**Legal information libraries —** Provides an up-to-date library of information on data privacy laws and regulations that a company is subjected to, based on their location, size, with whom the company does business, and other determining factors.

### Trends Related to Data Privacy Management Software

**Legislation-agnostic solutions —** Given that additional privacy laws may come into force in the near future, especially at a state level, complying with multiple laws can become laborious. While legislation-specific software has a place today, we may continue to see a trend of privacy-regulation agnostic solutions that can be tailored for any kind of privacy regulation.

**Automated data discovery —** Some data privacy solutions offer manual data discovery tools while others offer automated functions. From an industry perspective, a number of vendors have made investments in developing automated data discovery. Hence, this method may be more common as the software market develops. Typically, the software with a prior legal or GRC-related origin tends to offer manual data discovery tools, while software that has security-based origins provide automated data discovery tools. For small businesses or businesses with a low amount of sensitive data, survey-based tools may be sufficient for now. Survey-based sensitive data discovery is also a way to find data that may live on legacy systems or in applications that cannot be discovered using an automated method, such as paper files. For large enterprises and companies that have embraced the digital transformation or are digital natives, however, automated discovery would be easy to add to the mix of other software as a service (SaaS) products.

### Software and Services Related to Data Privacy Management Software

Data privacy management software may either contain multiple modules to address the following needs or integrate with the separate software solutions to do so.

[**Sensitive data discovery software**](https://www.g2.com/categories/sensitive-data-discovery) **—** Sensitive data discovery software helps businesses locate sensitive data—such as PII, PHI, PCI data, IP, and other important business data—stored across multiple company systems including databases and applications as well as on user endpoints.

[**Identity verification software**](https://www.g2.com/categories/identity-verification) **—** Identity verification software helps ensure a person or an online user is who they say they are in reality. Prior to processing a consumer’s request to access, port, or delete the data a company holds on them, it is important that the company verify the consumer’s identity.

[**Consent management platform**](https://www.g2.com/categories/consent-management-platform-cmp) **—** Consent management platforms help companies obtain and manage user consent when collecting, sharing, buying, or selling their data online.

[**Data subject access request (DSAR) software**](https://www.g2.com/categories/data-subject-access-request-dsar) **—** DSAR software helps companies comply with user requests to access or delete PII that a company stores on individuals, as mandated by [GDPR](https://www.g2.com/categories/data-privacy-management/f/gdpr-program-management), CCPA, and other privacy regulations. DSAR tools help ensure requests are fulfilled within the mandated response time frame, offer workflows to help people across an organization, collaborate on locating data, and ultimately provide the data to the requesting user.

[**Cookie and website tracker scanning software**](https://www.g2.com/categories/cookie-and-website-tracker-scanning) **—** Cookie and tracker scanning software scans websites to identify and list what cookies, beacons, tags, tracking pixels, local objects, and other website tracking technologies (such as plugins or integrated content like videos) are present. This allows companies to disclose those trackers to users, gain user tracking consent, and ultimately comply with privacy regulations such as GDPR and ePrivacy that require user consent before enabling cookies.

[**Privacy policy generator software**](https://www.g2.com/categories/privacy-policy-generator) **—** Generally, any company that collects PII, including email addresses or cookie data, should have a [privacy policy](https://www.g2.com/categories/data-privacy-management/f/privacy-policy) in place.

[**Privacy impact assessment (PIA) software**](https://www.g2.com/categories/privacy-impact-assessment-pia) **—** PIA software facilitates the operationalization of the privacy impact assessment process, especially when handling complex organizations, policies, or systems at scale, thus reducing the amount of time spent conducting PIAs.

[**Encryption software**](https://www.g2.com/categories/encryption) **—** Encryption software uses cryptography to mask files, text, and data, protecting information from undesired parties.

[**Data masking software**](https://www.g2.com/categories/data-masking) **—** Data masking software protects an organization’s important data by disguising it with random characters or other data in a way that it is still usable by the organization but not external entities.

[**Data de-identification/pseudonymity software**](https://www.g2.com/categories/data-de-identification-pseudonymity) **—** Data de-identification/pseudonymization software allows companies to use realistic, but not personally identifiable datasets. This protects the anonymity of data subjects whose personal identifying data, such as names, dates of birth, and other identifiers are in the dataset. De-identification or pseudonymity solutions help companies derive value from datasets without compromising the privacy of the data subjects in a given dataset.

[**Data breach notification software**](https://www.g2.com/categories/data-breach-notification) **—** In the event of a data breach, data breach notification software helps companies document the breach, report to supervisory authorities as required by law, and notify impacted individuals.