This report provides an overview of the companies offering products and services based on artificial intelligence techniques. The goal is to show a selection of best-in-class players to highlight efficient, innovative, and operational solutions for achieving the best performance in a specific sector. Artificial intelligence is a general term which covers several techniques, based on a large amount of data and specific algorithms. In addition, the technology can affect all industries, and many companies are using the term “AI” to market their old or new products; however, only a few are genuinely using AI. That is why it is complicated to determine which companies really embed AI in their products, and the strength of their expertise. To make it clearer, we evaluated hundreds of companies from our database of 3500+ “AI companies” and we classified them in different categories according to their level of expertise. This paper refers to the 8 mappings classified in our “Fundamentals” category.
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Artificial intelligence: a thriving ecosystem
- Definition of AI and trends
The AI vendors analysis and mapping: explanation
- Methodology and selection choices
- The digital contexts
- The fundamentals
- Pictograms: maturity, impact and investment
Mapping by fundamentals
- Algorithmic studio (machine learning)
- Process automation (RPA/AI)
- Semantic text analysis
- Natural language processing (NLP)
- Speech recognition & NLU
- Image recognition
- Video recognition
- Deep learning framework