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Özge Aykaç

Özge Aykaç

Industry Analyst
16 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

AIFeb 27

7 Useful AI Transformation Strategies in 2026

AI transformation is the next phase of digital transformation. Businesses are willing to invest in AI technologies to stay ahead of competitors. Digital transformation is a prerequisite for companies to initiate their AI transformation, as digital data is essential for AI training, and digital processes are typically required to deploy AI solutions.

CybersecurityFeb 27

DLP Review: Benchmark Testing of 6 DLP Products

Leveraging my 2 decades of experience as a cybersecurity practitioner, I selected the top DLP software for securing sensitive information & complying with regulatory standards. I tested 6 DLP solutions over a month, focusing on key features such as channel coverage, deployment ease, and classification accuracy.

CybersecurityFeb 19

Top 10 Mobile DLP Best Practices & Case Studies

As remote work and mobile device usage continue to increase, protecting sensitive data on mobile platforms has become a top priority for organizations. Mobile devices often present vulnerabilities for DLP software due to their portability, access to cloud systems, and various apps (Figure 1).

CybersecurityJan 30

Top 5 Endpoint Management Software with Prices

The most common case of cybercrime is unauthorized access to unmanaged devices. As hybrid work models and bring-your-own-device (BYOD) policies become standard practice, endpoint management software has evolved from a convenience into a necessity.

CybersecurityJan 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.

DataJan 28

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.

Enterprise SoftwareJan 27

Top 10+ Mobile Device Management Software with Pricing

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 is evaluated on security, ease of use, granular control, scalability, and pricing models.

DataJan 27

Best Appen Alternatives in 2026 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.

Enterprise SoftwareDec 26

Mobile Device Management Pricing Comparison: 10+ 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. Price comparison Ranking: From least to most expensive.

CybersecurityDec 24

Google Workspace Backup: NinjaOne vs Acronis vs CloudAlly

We tested three major SaaS backup solutions to evaluate their performance, features, and usability for Google Workspace email backups. Our benchmark measured backup speeds, restore times, setup ease, and practical functionality across 21 active mailboxes containing over 90,000 emails.