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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

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…

Enterprise Software
Feature Comparison
Oct 15

Mobile Device Management Pricing Comparison: 10+ Products

Understanding pricing is crucial for Mobile Device Management (MDM) software since its cost typically grows with your organization. Pricing models include: Cost per device and per technician. Compare MDM products: Ranking: From least to most expensive. Examine how the features in these columns add up to the prices. *Multi-OS compatibility refers to the ability of…

Agentic AI
Open World Evaluation
Oct 15

20+ AI Agent Builders: Microsoft, CrewAI, LangGraph and More

After reviewing the documentation and spending several hours testing these AI agent builders, we compiled a list of the best open-source frameworks and low-code/no-code platforms. To demonstrate AI agent builder use cases, we provided a tutorial on building a product-expert agent with CrewAI. Low-code/no-code platforms with prebuilt tools are best for enterprise workflow automation tasks…

AI
Benchmark
Oct 14

RAG Evaluation Tools: W&B Weave vs Ragas vs TruLens

We benchmarked five retrieval-augmented generation (RAG) evaluation tools on 1,000+ adversarial questions, each paired with five passages. The comparison measures context relevance using GPT-4o and the tools’ default evaluation prompts. W&B Weave had the highest Top-1 accuracy at 94.5%. TruLens led the ranking metrics, including NDCG@5 at 0.932. Their positions depend on how each metric…

Data
Feature Comparison
Oct 14

Best Amazon Mechanical Turk Alternatives

Our analysis explores some downsides of using Amazon Mechanical Turk (MTurk), a popular platform for AI data collection and market research. It also compares the top alternatives to Amazon Mechanical Turk. Readers fall into three categories. Select yours to see the most relevant alternatives: * The data was gathered from review platforms like Trustpilot because…

Data
Feature Comparison
Oct 14

Best Appen Alternatives for Workers & Customers

We analyzed the top Appen alternatives by comparing worker review ratings from Trustpilot, crowd size, payment schedules, and publicly available company data. The alternatives differ significantly depending on what you need from Appen. Browse by role: * Data is from Trustpilot, as it primarily consists of worker reviews. ** Data gathered from worker reviews. In…

AI
Open World Evaluation
Oct 14

Top 5 AI Guardrails: W&B Weave and Xnode Cortx

AI security failures are expensive and increasingly common. Many incidents stem from weak governance, particularly gaps in access control, data permissions, and oversight of model usage. AI guardrails reduce this risk by setting enforceable boundaries for how AI systems access data, generate outputs, and interact with users or business workflows. Explore how AI guardrails operate,…

Data
Open World Evaluation
Oct 14

Compare 45+ MLOps Tools

Machine Learning Operations (MLOps) brings DevOps principles into machine learning from model deployment to maintenance to automate transitions between training and deployment pipelines Explore 45+ MLOps tools for different components of the ML lifecycle, such as: 63% of organizations from different sectors and 72% in the tech sector reported using open-source AI tools, while over…

Agentic AI
Benchmark
Oct 14

15 AI Agent Observability Tools: AgentOps & Langfuse

We tested 15 observability platforms for LLM applications and AI agents. Each platform was implemented hands-on through setting up workflows, configuring integrations, and running test scenarios. We benchmarked 4 observability tools to measure whether they introduce overhead in production pipelines. We also demonstrated a LangChain observability tutorial using Langfuse. We integrated each observability platform into…

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