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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

Data
Feature Comparison
Aug 21

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…

Data
Feature Comparison
Aug 21

Top 3 Prolific Alternatives

We analyzed Prolific’s top alternatives by comparing participant ratings, crowd size, payment terms, and verified platform data. The right alternative depends on whether you’re a worker looking for tasks or a research buyer looking for data the tradeoffs differ significantly between the two. This section compares Prolific’s alternatives based on criteria useful to its participants…

Data
Open World Evaluation
Aug 21

Top 15 Data Collection Services

Whether you need human-collected datasets, large-scale web data, or market insights, explore the options below to find the right data source for your project. Despite the efficiency of web data collection and synthetic data generation, human-generated data remains essential for AI development. Here, we compare the top 12 data collection services and data partners that…

Data
Feature Comparison
Aug 21

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
Insight
Aug 21

Top 6 Data Collection Methods for AI and Machine Learning

While some companies rely on AI data collection services, others gather their data using scraping tools or other methods. See the top 6 AI data collection methods and techniques to fuel your AI projects with accurate data: Data crowdsourcing involves assigning data-collection tasks to the public, providing instructions, and creating a platform for sharing. Businesses…

Agentic AI
Open World Evaluation
Aug 21

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…

Enterprise Software
Insight
Aug 20

WLA Migration: Best Practices & Vendor Approaches

67% of organizations are transitioning to more functional workload automation tools, as the right choice can improve operational efficiency by 56% and reduce costs by 39% according to the State of IT Automation Report.46 Explore workload automation (WLA) migration, best practices, what to pay attention to, and the differing approaches from different vendors. WLA (Workload…

Enterprise Software
Insight
Aug 20

Azure Logic Apps: 10 Real-Life Use Cases

Businesses face integration challenges across legacy and cloud systems. Azure Logic Apps offers an integrated platform for AI‑driven automation and intelligent orchestration, including multi‑agent workflows and connection to Azure AI services such as the Foundry Agent Service. As Azure Logic Apps offer various services, users may get confused about which one to use and when.…

Enterprise Software
Insight
Aug 20

Redwood SAP Partnership: Clean core support for SAP

With over 30 years of experience in automation, Redwood has worked alongside SAP to support a wide range of enterprise automation initiatives. Redwood SAP partnership has supported numerous enterprise automation projects. See the services that SAP users can access through Redwood, the history of this partnership, and the dynamics of their collaboration. Redwood offers a…

Enterprise Software
Feature Comparison
Aug 20

Top 10 VisualCron Alternatives

VisualCron stands out for its Windows-based job scheduling capabilities. However, during our review of VisualCron, we experienced that its Windows focus may be insufficient for businesses with complex IT scenarios and hybrid cloud requirements. We selected the top alternatives to VisualCron based on the features, pricing, and market presence metrics of leading solutions. See our…