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Cem Dilmegani

Cem Dilmegani

Principal Analyst
288 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

Enterprise Software
Feature Comparison
Aug 31

Top 10 All-in-One MSP Software Compared: Features & Pricing

All-in-one MSP software integrates RMM, IT automation and billing within a platform. MSPs increasingly adopt these platforms to reduce tool sprawl, eliminate data synchronization errors, and lower licensing fees. Products are in alphabetical order, with subscribers to AIMultiple’s benchmarking services at the top. Prices reflect final published rates after standard discounts. Not disclosed indicates the…

AI
Insight
Aug 31

World Foundation Models: 10 Use Cases

Training robots and autonomous vehicles (AVs) in the physical world can be costly, time-consuming and risky. World Foundation Models offer a scalable alternative by enabling realistic simulations of real-world environments. These models accelerate development and deployment in robotics, AVs, and other domains by reducing reliance on physical testing. Explore how World Foundation Models work, their…

AI
Open World Evaluation
Aug 31

Best 10 Serverless GPU Clouds & 14 Cost-Effective GPUs

Serverless GPU can provide easy-to-scale computing services for AI workloads. However, their costs can be substantial for large-scale projects. Navigate to sections based on your needs: Serverless GPU providers offer different performance levels and pricing for AI workloads. Compare the most cost-effective GPU configurations for your fine-tuning and inference needs across leading serverless platforms: You…

AI
Benchmark
Aug 31

Cloud GPU Pricing, Performance & Provider Comparison

Cloud GPU list prices for the same model can differ several times over from one provider to another. We curated the lowest rate, provider, market range, and median for 40+ GPU configurations across all three pricing tiers, plus a throughput-per-dollar benchmark on 10 models. See the most cost-effective GPU for your workload across 13 hyperscaler…

AI
Benchmark
Aug 31

RAG Evaluation Tools: Weights & Biases vs Ragas vs DeepEval

When a RAG pipeline retrieves the wrong context, the LLM confidently generates the wrong answer. Context relevance scorers are the primary defense. We benchmarked five tools across 1,460 questions and 14,600+ scored contexts under identical conditions: same judge model (GPT-4o), default configurations, and no custom prompts. Under standard conditions, WandB, TruLens, and Ragas emerged as…

AI
Benchmark
Aug 31

RAG Frameworks: LangChain vs LangGraph vs LlamaIndex

We benchmarked 5 RAG frameworks: LangChain, LangGraph, LlamaIndex, Haystack, and DSPy, by building the same agentic RAG workflow with standardized components: identical models (GPT-4.1-mini), embeddings (BGE-small), retriever (Qdrant), and tools (Tavily web search). This isolates each framework’s true overhead and token efficiency. The benchmark consisted of 100 queries, with each framework running the full set…

Cybersecurity
Benchmark
Aug 31

Backup software benchmark: Acronis vs NinjaOne vs Comet vs MSP360

We benchmarked NinjaOne Backup, Acronis Cyber Protect Cloud Backup, Comet Backup, and MSP360 Managed Backup on identical AWS infrastructure. Each vendor ran a file-mode backup of the same 625,946-file / 50 GB workload and a full image backup of the system disk, then restored the 15 GB medium subdirectory. Here are the four backup products…

Data
Benchmark
Aug 31

Remote Browsers: Web Infra for AI Agents Compared

AI agents rely on remote browsers to automate web tasks without being blocked by anti-scraping measures. The performance of this browser infrastructure is critical to an agent’s success. We benchmarked 8 providers on success rate, speed, and features. To do this, we executed 160 automated tasks, running 4 distinct scenarios 5 times for each service…

Enterprise Software
Open World Evaluation
Aug 31

CRM AI Systems: Top 5 Vendors and Key Features

We tracked 50+ product announcements from major CRM vendors, analyzed integration launches from Salesforce, HubSpot, and Microsoft, and cross-referenced adoption data from 15+ industry research reports to understand which AI CRM features actually deliver value versus marketing hype. ClickUp dominates search interest with a 60-70% share, well ahead of the field. Pipedrive holds a steady…

Enterprise Software
Benchmark
Aug 31

Top 8 SFTP Server Software

We compared 8 SFTP server implementations in a controlled test environment, focusing on transfer performance, concurrency, connection overhead, small-file workloads, resource efficiency, and operational experience. If you already use SFTP but want a more enterprise-ready file transfer approach, consider MFT solutions. Note: Lower scores indicate better performance. Read the methodology to learn about our test…

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