Just like the MarTech Landscape , there are now various approaches to making the AI tool landscape more tangible. Today I want to show you the most comprehensive visualization to date.
What is the MAD Landscape?
MAD stands for Machine Learning, Artificial Intelligence & Data and is an approach by Matt Turck to cover as many tools and providers in this area as possible. Respect for the work and effort! In the latest version, which was published a few days ago, there are now a total of 1,416 logos. For comparison: The first version of the landscape came out in 2012 and had just 139 logos.
The development of the AI ecosystem
The AI ecosystem has undergone tremendous development lithuania number dataset in recent years and will continue to grow strongly. The ongoing technology development in the field of data processing, artificial intelligence and machine learning has led to the emergence of more and more startups and companies specializing in these fields. The ecosystem includes a variety of technologies, products and companies organized into different categories, including data infrastructure , analytics , machine learning , artificial intelligence and applications .
In terms of data infrastructure, the ecosystem includes a variety of technologies, including databases, data lakes/lakehouses, data preparation and orchestration tools, and data management platforms. The analytics category includes tools for data preparation, visualization, and reporting, but also customer data platforms and crypto/Web3 analytics.
In the area of machine learning , the ecosystem includes tools for model building, feature stores, deployment and production, but also for horizontal AI/AGI and closed-source models. There is also a new category for Edge AI, which focuses on processing data at the edge, such as in IoT devices.
The Applications category includes a variety of applications such as Text Generators , AI Images , Video, Code and Generative AI, which are covered in a new horizontal Applications box. In addition, there is also a category for Data and AI Consulting Services. This area is currently the most exciting for me, as it contains very concrete applications and is developing really extremely quickly.
Overall, the AI ecosystem is a constantly evolving and growing field that has a tremendous impact on society, politics, geopolitics, and ethics. There are many challenges and opportunities in the field of AI, and the ecosystem is expected to continue to evolve and grow.