Whether it's methodological approaches or artificial intelligence use cases, Micelia stands out for its comprehensive expertise. Our team supports you every step of the way, from data mining to the technical and human integration of your solution.
Let's talk about your projectMicelia offers comprehensive expertise in major AI methods and masters all the main approaches to artificial intelligence: Machine Learning, Deep Learning, and next-generation models such as LLM, SLM, and VLM.
This expertise allows us to design the solution best suited to your needs and resources.
Machine learning from data. Ideal for small but qualified data volumes.
Deep neural networks for AI. Ideal approach for less structured, massive databases.
Large language models and their derivatives miniaturized or applied to vision. Very little data required.
Micelia operates in the main fields of application of artificial intelligence. Thanks to this diversity, we develop robust and efficient solutions, adapted to the specific needs of companies, regardless of the type of project and the data involved.
Automated image processing and analysis, on image or video: classification, detection, segmentation.
Specification of large models: creation of text, images or sounds by AI, RIG, RAG.
Natural language processing: AI to read, write, understand and summarize text or conversation.
Prévoir des événements futurs à partir d'un historique grâce à des modèles d'IA exploitant des séries temporelles.
Operational research: Finding an optimum under complex and multiple constraints.
At Micelia, data quality and diversity are central to the performance of the AI solutions we develop. We master the entire data value chain, from raw sources to intelligent exploitation.
Whether structured or unstructured data, images, videos, time series, or statistical data, our expertise allows us to design efficient processing pipelines adapted to each use case.
Structured collection of raw data needed to launch your artificial intelligence projects.
Cleaning and processing raw data. The goal is to make it usable and train our AI models.
Definition and implementation of a reliable architecture and data flows to feed an AI system.
Micelia designs artificial intelligence solutions ready for deployment in any environment: public or private cloud, secure physical infrastructure, or edge computing for embedded AI.
This flexibility allows us to adapt each deployment to our clients' technical, security, or performance constraints, while ensuring seamless integration with existing systems.
Remote hosting of your AI models. They are accessible via secure remote servers.
Deploy AI solutions directly on your physical servers. Ideal for sensitive and strategic projects.
Zero latency? Offline operation? We deploy our AI as close to the field as possible: microcontrollers, PCs, etc.
Our service offering follows a proven methodology and is adapted to all levels of AI maturity. First, we provide advice and acculturation before targeting the right AI use case. Once the right project is identified, we design and develop an AI POC that we can then industrialize (more robust, more efficient, and integrated). Finally, we help you internalize AI expertise within your organization.
Before getting started with AI, it's best to know what it is and how to use it.
Learn more
Opportunities exist, we now need to develop a first level of AI solution.
Learn more
We scale your AI solution, making it more efficient and robust.
Learn more
AI is a global and strategic issue, we build and train your internal team.
Learn more
