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Özge Aykaç

Özge Aykaç

Industry Analyst
49 Articles
Stay up-to-date on B2B Tech

Özge is an industry analyst at AIMultiple focused on data loss prevention, device control and data classification.

She is a member of the AIMultiple DLP benchmark team and evaluates the effectiveness of the top DLP providers.

Latest Articles from Özge

CybersecurityNov 30

Top 10 Microsoft Purview Alternatives

Though Microsoft Purview is a popular DLP software, it can be hard to use and provides limited policy customization options. We analyzed the top 6 DLP products across four dimensions to identify the top Microsoft Purview DLP alternatives.

CybersecurityNov 30

Top 6 Device Control Software

Device control solutions are often offered alongside features like Data Loss Prevention (DLP) and Mobile Device Management (MDM) to address a wide range of security needs.

CybersecurityNov 30

Top 5 Digital Guardian Alternatives with Features

Explore the top alternative vendors to Digital Guardian based on our benchmark ratings and data security features, including data classification, context inspection, and behavioral analytics. 5 Digital Guardian alternatives comparison Features See the definitions for common and differentiating features.

CybersecurityNov 30

Top 3 Trellix Competitors & Alternatives

Our analysis identified some weaknesses in Trellix’s products. Based on our DLP benchmark of the top 6 DLP products, we identified the top Trellix competitors to assist businesses in finding the best DLP software and cybersecurity solution for their data protection needs. We compare alternatives to: Trellix DLP alternatives * Source: Leading B2B review platforms.

CybersecurityNov 28

Top 5 Open Source DLP Software

Securing confidential business data is vital for organizations across all industries. While open-source DLP software presents viable solutions for data protection, larger enterprises often turn to closed-source DLP software solutions for enhanced functionality.

DataNov 26

Top 3 Prolific Alternatives

Prolific is a popular AI data collection service that offers a crowdsourcing platform for AI data seekers. Our research identified some drawbacks of working with Prolific from the perspectives of its customers and workers.

DataNov 18

Top 20 Data Labeling Tools

Data labeling, the process of annotating raw data (such as images, text or audio), is essential for training ML models to perform tasks like classification and recognition. Here, we introduce top 20 data labeling tools. The top data labeling tools: Ranking: From most to least comprehensive.

DataNov 12

Top 3 Appen Alternatives for Workers & Customers

Appen, an AI data service provider, faces challenges that may explain its declining popularity. We compared the top alternatives to Appen in the AI training data space. The alternatives to Appen depend on your goals. Explore alternatives for Appen’s: Appen alternatives for workers * Data is from Trustpilot, as it primarily consists of worker reviews.

CybersecurityNov 8

Top 10 Mobile Device Management Software with Prices

Companies are expected to maintain an efficient and safe IT environment. In contrast to on-premise work environments, remote and hybrid work require careful IT configuration, with a special emphasis on mobile devices. Mobile Device Management (MDM) software competes in terms of security, ease of use, granular control, scalability, and pricing models.

CybersecurityNov 8

Mobile Device Management Pricing Comparison: 20+ Products

Understanding pricing structures and other aspects of Mobile Device Management (MDM) software is necessary to make wise decisions. Depending on the pricing structure, mobile device management products can range in price. See how Mobile Device Management pricing is structured and compare MDM products.


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