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Artificial intelligence, in all its diversity, offers various solutions, but none of them is universal.
Recognizing the specialization and synergy between different types of AI is key to optimizing their use.
Designed to create, improvise, iterate.
Generative AIs generate unstructured data from a large volume of unstructured data.
Generates text (product sheets, articles), new images, animations, sound production, etc.
Designed to manage a flow or a process tailored to an organization.
Analytical AIs generate structured data from a large volume of both structured and unstructured data.
Categorization, predictions, semantic networks/NLU, extraction, and structuring of information
Generative and Analytical AI are automatically based on at least one of the two technological approaches below, each bringing advantages and disadvantages.
The most popular model for generative AIs, making predictions and image processing.
Statistical AI analyzes large datasets to detect trends and patterns, relying on mathematical and probabilistic techniques.
The name reflects its reliance on statistics and probabilities to process information.
The term includes the following technologies: machine learning, neural networks, deep learning...
The symbolic approach is the most robust and predictable when it comes to analytical AI for language analysis.
Symbolic AI relies on the use of symbols and logical rules to model human reasoning.
The name is derived from its method of representing and processing information through symbols.
It is particularly used in expert systems and natural language processing.
Our technology merges the best of analytic and symbolic, delivering a powerful, accurate, and transparent solution tailored to your specific needs.
Investment
Precision
Explicability
A longer setup (6 to 9 months) and a high additional training cost to increase accuracy or for each new addition
Based on a complex algorithm that predicts the next word to generate. There is no understanding , only a probabilistic analysis (risk of errors and hallucinations)
We envision a future where neuro-symbolic AI will revolutionize the way we interact with data, combining neural intuition and symbolic precision for smarter, more intuitive solutions.
Use a technology without bias or hallucinations that addresses today's ethical challenges
The quick setup allows for visible results in the first weeks without semantic complexities or hallucinations.
All choices resulting from artificial intelligence are explainable, traceable, and demonstrable.
Golem.ai's artificial intelligence is 100% French, proprietary and hosted by Scaleway.
This technology consumes very few server resources and has a low CO2 impact.
