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Cem Dilmegani

Cem Dilmegani

Principal Analyst
285 Articles
Stay up-to-date on B2B Tech
Cem has been the principal analyst at AIMultiple since 2017.

Cem's work at AIMultiple has been cited by leading global publications including Business Insider, Forbes, Morning Brew, and Washington Post, global firms like Deloitte and 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 enterprise AI and software.

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

Media, conference & other event presentations

Sources

  1. Why Microsoft, IBM, and Google Are Ramping up Efforts on AI Ethics, Business Insider.
  2. Microsoft invests $1 billion in OpenAI to pursue artificial intelligence that’s smarter than we are, Washington Post.
  3. Empowering AI Leadership: AI C-Suite Toolkit, World Economic Forum.
  4. Science, Research and Innovation Performance of the EU, European Commission.
  5. EU’s €200 billion AI investment pushes cash into data centers, but chip market remains a challenge, IT Brew.
  6. Hypatos gets $11.8M for a deep learning approach to document processing, TechCrunch.
  7. We got an exclusive look at the pitch deck AI startup Hypatos used to raise $11 million, Business Insider.

Latest Articles from Cem

Agentic AI
Open World Evaluation
Oct 15

Top 10 AI Agents in Healthcare with Examples

We list AI agents for healthcare that automate clinical operations workflows. Explore AI agents in the healthcare industry, including tools used for general tasks, EHR-native, patient-facing support, and clinically assisted decision-making: These agents automate administrative and operational tasks (e.g., scheduling, medical coding, and office operations). They do not provide diagnoses. Sully.ai provides an agentic architecture…

Agentic AI
Oct 15

AIM Agentic Web Benchmark

Agents rely on web interfaces to complete web tasks. To compare task completion across web interfaces, we built the AIM Agentic Web Benchmark and ran 100 tasks through 8 interfaces, 5 times each, for 4,000 scored results. Bright Data CLI and Bright Data MCP completed 3.6 and 3.8 more tasks per 100 than Zenrows CLI,…

AI
Insight
Oct 15

20 Strategies for AI Improvement & Examples

AI models require continuous improvement as data, user behavior, and real-world conditions evolve. Even well-performing models can drift when the patterns they learned no longer match current inputs, leading to reduced accuracy and unreliable predictions. Changes in regulations, product requirements, or customer expectations can also introduce new constraints that existing models were not designed to…

Cybersecurity
Open World Evaluation
Oct 15

Top 6 Vulnerability Scanning Tools

Vulnerability scanning tools identify security weaknesses in networks, applications, and systems. Organizations evaluate these tools based on scanning methods (DAST/IAST/SCA), SIEM integration, deployment options, and pricing. Our analysis covers six tools: two network and host scanners, two web application scanners, one endpoint-based CVE layer, and one SIEM with built-in scanning. Capabilities come from each vendor’s…

Enterprise Software
Feature Comparison
Oct 15

RMM Pricing: 10+ Products Analyzed

RMM tools don’t make RMM pricing easy to compare. Some charge per device, some per technician, and the difference adds up fast depending on how a team is structured. We reviewed 11 pricing models and built a calculator for running the numbers against a specific setup. These calculations assume one technician manages 200 endpoints and…

Cybersecurity
Open World Evaluation
Oct 15

Top 10+ PAM Solutions with Free Alternatives

We spent three days testing and reviewing popular Privileged Access Management (PAM) solutions. We used the free trials and admin consoles of BeyondTrust, and Keeper PAM. For solutions that required registration, we relied on official product documentation. Based on our hands-on experience and information from vendor websites, we list the top 11 PAM solutions along…

AI
Benchmark
Oct 15

Bias in AI: Examples and 6 Ways to Fix it

We also benchmarked decision models to see how they handle bias: In the multiple-choice part we ran every question twice: once with “cannot be determined” as the last option (v1) and once with it as the first option (v2). The question and the other options stay the same; only the position of the correct option…

AI
Insight
Oct 15

Large Multimodal Models (LMMs) vs LLMs

Evaluate LLMs and LMMs by comparing their benchmark scores and real-world latency by clicking the model’s name in the table below. You can also weigh their input and output pricing to judge overall efficiency and value. *Audio is native on the E2B, E4B and 12B models only. Available in five sizes: E2B, E4B, 12B, 26B…

Cybersecurity
Open World Evaluation
Oct 15

Top 13 Open Source SIEM Tools

There is no single open-source tool that delivers a complete, production-ready SIEM out of the box. Every option involves a trade-off: you either get a purpose-built SIEM with gaps in analytics, or a powerful logging and analytics stack that requires you to wire in security detection yourself. Here are free open source tools adjacent to…

Enterprise Software
Open World Evaluation
Oct 15

Best 9 Network Monitoring Tools in Windows

We tested network monitoring tools designed for Windows environments to evaluate their performance in real-world deployments. Our goal was to find solutions balancing reliability, usability, and deep integration with Microsoft systems. Each tool had to meet three criteria: Protocol Support: Tools needed to handle multiple communication protocols: SNMP, TCP, ICMP, and IPMI. Compatibility: Each tool…