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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

Enterprise Software
Insight
Sep 1

Top 11 AI in ITSM Use Cases & Examples

Leveraging AI for IT service management (ITSM) tools supports organizations in terms of: See the top 11 use cases of AI in ITSM, examples, and benefits of leveraging AI in ITSM. AI-native ITSM refers to a new way of managing internal support and IT operations where artificial intelligence is not an added feature but part…

Cybersecurity
Open World Evaluation
Sep 1

Top 6 Open Source Sensitive Data Discovery Tools 

The following tools are selected based on GitHub activity and sorted by GitHub star count in descending order. They cover the main use cases for sensitive data discovery: metadata cataloging with lineage, agentless scanning, and API-based detection of PII, PCI data, and credentials at rest. One thing worth being upfront about before the list: these…

Agentic AI
Insight
Sep 1

Building AI Agents with Composable Patterns

We spent 3 days experimenting with workflows and agent pipelines in n8n, following Anthropic’s and OpenAI’s guides on building effective AI agents. Explore the core AI agent components, how to choose the right components and tools, in addition to building agent workflows based on Anthropic’s simple, composable patterns such as prompt chaining, routing, parallelization, orchestrator…

Cybersecurity
Open World Evaluation
Sep 1

Analysis of Top 4 Open Source NGFWs Based on Features

Teams using NGFWs, AI-driven security, and automation save ~$2M more than those using traditional tools. See open source NGFW as a cost-effective network security solution for comprehensive security: Table 1. Key features For details of key features of open source NGFW and their importance, check the ngfw features. Table 2. Market presence *Based on data…

Cybersecurity
Open World Evaluation
Sep 1

Compare 10 Open Source MFA Tools

We compared 10 free and open-source MFA tools across their authentication protocols, MFA methods, deployment options, and most recent releases. When starting your free and open source multi-factor authentication (MFA) implementation, consider: All tools (except LDAP) support hardware tokens (e.g., YubiKey) and the FIDO2 / WebAuthN passwordless authentication protocol. FIDO2 does not use shared secrets,…

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 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…

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…

Enterprise Software
Insight
Aug 31

Top 5 AI Network Monitoring Tools & Real Life Examples

We compared the top 5 AI network monitoring tools with real-world deployments that show what AI monitoring looks like in practice. Note: Reviews are based on Capterra and G2. Vendors are ranked according to the number of reviews. NinjaOne is a unified IT operations platform combining remote monitoring, endpoint management, automated patching, and network discovery…

Enterprise Software
Open World Evaluation
Aug 28

6 SAP Process Orchestration Tools: Features & Integrations

We examine the core aspects of SAP PO, understanding its functionalities, benefits, and applications in the modern business landscape. See scalable software to assist SAP process orchestration and follow the links for the rationale behind our software selection: SAP PO is a comprehensive software suite that facilitates the automation and integration of business processes across…