Cem Dilmegani
Cem's work at AIMultiple has been cited by leading global publications including Business Insider, Forbes, Morning Brew, Washington Post, global firms like HPE, NGOs like World Economic Forum and supranational organizations like European Commission. [1], [2], [3], [4], [5]
Professional experience & achievements
Throughout his career, Cem served as a tech consultant, tech buyer and tech entrepreneur. He advised enterprises on their technology decisions at McKinsey & Company and Altman Solon for more than a decade. He also published a McKinsey report on digitalization.He led technology strategy and procurement of a telco while reporting to the CEO. He has also led commercial growth of deep tech company Hypatos that reached a 7 digit annual recurring revenue and a 9 digit valuation from 0 within 2 years. Cem's work in Hypatos was covered by leading technology publications like TechCrunch and Business Insider. [6], [7]
Research interests
Cem's work focuses on how enterprises can leverage new technologies in AI, agentic AI, cybersecurity (including network security, application security) and data including web data.Cem's hands-on enterprise software experience contributes to his work. Other AIMultiple industry analysts and the tech team support Cem in designing, running and evaluating benchmarks.
Education
He graduated as a computer engineer from Bogazici University in 2007. During his engineering degree, he studied machine learning at a time when it was commonly called "data mining" and most neural networks had a few hidden layers.He holds an MBA degree from Columbia Business School in 2012.
Cem is fluent in English and Turkish. He is at an advanced level in German and beginner level in French.
External publications
- Cem Dilmegani, Post-AI Banking: Millions of jobs at risk as banks automate their core functions. International Banker.
- Cem Dilmegani, Bengi Korkmaz, and Martin Lundqvist (December 1, 2014).Public-sector digitization: The trillion-dollar challenge, McKinsey & Company.
Media, conference & other event presentations
- Answers to Korea24's questions on job loss due to AI, Korea24
- Real Estate and Technology, presented by Hofstra University’s Wilbur F. Breslin Center for Real Estate Studies and the Frank G. Zarb School of Business in 2023 and 2024.
- Radar AI session (June 22, 2023): "Increasing Data Science Impact with ChatGPT".
- Generative AI Atlanta meetup: Generative AI for Enterprise Technology.
Sources
- Why Microsoft, IBM, and Google Are Ramping up Efforts on AI Ethics, Business Insider.
- Microsoft invests $1 billion in OpenAI to pursue artificial intelligence that’s smarter than we are, Washington Post.
- Empowering AI Leadership: AI C-Suite Toolkit, World Economic Forum.
- Science, Research and Innovation Performance of the EU, European Commission.
- EU’s €200 billion AI investment pushes cash into data centers, but chip market remains a challenge, IT Brew.
- Hypatos gets $11.8M for a deep learning approach to document processing, TechCrunch.
- We got an exclusive look at the pitch deck AI startup Hypatos used to raise $11 million, Business Insider.
Latest Articles from Cem
Top 5 Endpoint Management Software with Prices in 2026
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.
Top 9 Endpoint Security Software in 2026
Endpoint security software secures devices such as computers, mobile phones, and servers against cyber threats. Organizations use these tools to prevent malware infections, block unauthorized access, and protect sensitive data across their networks. We analyzed the top endpoint management and DLP software across approximately 20 features.
Top 10 Log Analysis Software for Data Security in 2026
Log analysis software collects data from servers, network devices, and applications, then parses it so system administrators can troubleshoot problems and monitor performance. Here are the top 10 log analysis tools based on my testing and user reviews: Choosing the Right Tool Category Market presence and feature comparison See vendor selection criteria.
Multimodal Embedding Models: Apple vs Meta vs OpenAI
Multimodal embedding models excel at identifying objects but struggle with relationships. Current models struggle to distinguish “phone on a map” from “map on a phone.” We benchmarked 7 leading models across MS-COCO and Winoground to measure this specific limitation. To ensure a fair comparison, we evaluated every model under identical conditions using NVIDIA A40 hardware and bfloat16 precision.
Agentic CLI Tools Compared: Claude Code vs Cline vs Aider
Agentic CLI tools are AI-powered command-line agents that go beyond simple autocomplete. They actively plan and execute multi-step tasks-managing files, running commands, and handling Git history directly within your terminal. We tested the leading tools in 20 real-world web development scenarios to see which one truly delivers a production-ready website.
LLM Inference Engines: vLLM vs LMDeploy vs SGLang ['26]
We benchmarked 3 leading LLM inference engines on NVIDIA H100: vLLM, LMDeploy, and SGLang. Each engine processed identical workloads; 1,000 ShareGPT prompts using Llama 3.1 8B-Instruct to isolate the true performance impact of their architectural choices and optimization strategies.
Top 10 Open-source Help Desks Based on GitHub Stars
Open-source help desk software offers organizations an alternative to proprietary customer support platforms, providing transparency, flexibility, and control over deployment. These systems are commonly used to manage support requests, customer interactions, and internal service processes through configurable ticketing and communication workflows.
Instagram Chatbots: Top 5 Vendors & Use Cases in 2026
Instagram is the 2nd-most used social media platform for e-commerce purchases. 44% of “active” Instagrammers use it to shop weekly. Companies across different sectors, such as e-commerce, content creation, organization, and customer service, are looking for Instagram chatbots that offer: We listed top chatbot providers with their features and best practices for optimizing Instagram chatbots.
Top 7 GoAnywhere Alternatives in 2026
GoAnywhere is a secure file transfer platform used by enterprises to safely exchange data. Whether you’re in search of more advanced features, diverse pricing options, or superior customer service, our curated list of alternatives promises to provide the insights you need to make a well-informed choice.
Top 10 SFTP Server Software in 2026
Selecting the right SFTP server software is essential for maintaining secure and efficient file transfers within an organization. We conducted a managed file transfer (MFT) benchmark across various features and scenarios to identify the leading SFTP server software providers.
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