Özge Aykaç
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
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.
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.
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.
IT Documentation Benchmark & Review in 2026
We evaluated the leading IT documentation platforms to assess their performance, features, and usability. Our benchmark measured document creation workflows, editor capabilities, search accuracy, and relationship management across real-world scenarios, including error code searches, PDF content indexing, and command syntax preservation. Benchmark findings *NinjaOne auto-saves drafts but doesn’t display them separately.
Top 10 USB Blocking Software in 2026
Based on our DLP review benchmark, user reviews & feature comparisons, here are the top 10 USB Blocking Software alternatives. See why we selected them by following the links below: Unmanaged devices increase data breach risk. Control over devices, including USBs, is key to effective cybersecurity.
Audio Data Collection for AI: Challenges & Best Practices
As the demand for voice recognition and virtual assistants grows , so does the need for audio data collection services. You can also work with an audio or speech data collection service to acquire relevant training data for your speech processing projects.
5 Steps to OCR Training Data in 2026
The interest in optical character recognition (OCR) and intelligent character recognition (ICR) technology is falling as companies switch to more automated solutions, such as machine learning-enabled data extraction. However, due to its various benefits, many companies still use or plan to use tools powered by OCR technology in their paper-based operations.
Top 6 Economical iPaaS Vendors in 2026
Businesses are struggling with app sprawl, as the average company uses ~370 apps. App sprawl causes employees to copy and paste across applications, resulting in slow, error-prone processes. An integration platform as a service solution (iPaaS) can resolve this issue.
7 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.
15 Best Data Loss Prevention (DLP) Software in 2026
Based on our DLP benchmark & features, here are the top data loss prevention tools.
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