to full scale production
MLOps & LLMOps platform
The first platform dedicated to the industrialization of Generative and Responsible AI.
Craft AI takes care of all the complexity involved in industrializing your AI so you can focus on what's important: Data Science and creating value for your business. LLM in production, Fine-tuning, Retrieval Augmented Generation (RAG), Inference Services, GPU & CPU, Model Monitoring, FinOps.
Test our platform for free!
Develop, deploy and pilot your Machine Learning models in production in record time, without DevOps or ML Engineer.
MLOps for Generative AI
Develop the best models
Ingest and unify your structured and unstructured data flows with a Vector Database. Build your Machine & Deep Learning models using any open-source framework.
Fine-tune your LLMs on your data assets or implement RAG(Retrieval Augmented Generation). Version data, features, models and work collaboratively. Set up complete pipelines from data preparation to model training.
Fine-tune the best open-source LLMs like Llama2 or Falcon-40B in just a few clicks. Specialize your LLMs with RAG or fine-tuning.
Deploy your models on a large scale
Run your Pipelines without worrying about Dockerfiles and keep track of every run. Deploy your models, make their results available and set re-training conditions. Serve model results in real time via secure APIs. Set up working environments dedicated to experimentation, testing and production. Choose the exact size of your infrastructure (CPU/GPU) and precisely manage the cost of each project.
Deploy your LLMs as APIs or chatbots on optimized GPU infrastructures designed to reduce your costs by up to 70% .
Monitor the performance of your models
Monitor the accuracy and reliability of all your production models. Evaluate the reliability of your LLMs (loss of context, accuracy drift, toxicity, hallucinations or tone alteration). Detect drifts and anomalies in models or data. Set alerts to react as quickly as possible. Manage your infrastructures and deployments in real time. Optimize your infrastructure costs through a FinOps module.
Implement all the monitoring you need to control the use of your LLMs in production.
A platform compatible with the entire ecosystem
Recommend to students the most appropriate learning content for their learning profile
Develop a trustworthy AI
44% of companies see "black box" AI as a major risk
The State of AI 2021 - MCKinsey
Cloud Deployment Leader @Orange
"The platform is complete, simple, totally secure and allows our data scientists to deploy their code in production with complete autonomy thanks to its model management tool."
Head of Data Science @AddixGroup
"We particularly liked the flexibility of the platform, the ability to go into production without having to refactor the code, and the quality of the user experience."
Mouhoud El Mouhoub
President @Université Paris-Dauphine
"Craft AI offers the clearest AI solution for education that is tailored to our needs and is already a true technology success story."
CEO @EDTech France
"Trusted AI at the service of students, explainable and fair, complementing teachers is the beautiful promise of Craft AI."
CDO @Total Direct Energie
"The most remarkable thing is that thanks to Craft.AI's platform, we have developed an assistant that reduces our customers' consumption by an average of 5%!"
From RAGs to riches: How LLMs can be made more reliable for knowledge intensive tasks
In this article, we explain how RAGs make LLMs more reliable, efficient, trustworthy and flexible, by diving into the various components of its architecture.
Beyond Correlation: The Power of Causal Inference
An introduction to Causal Inference, why it is needed in data science and how Machine Learning can help, with real-world applications and exciting research directions.