Layer 2 ยท Intelligence & automation

AI engine, open-weight models, under your control.

At the core of DataDeep Console is a catalog of open-weight AI models, selected and tuned for every hardware configuration. No black boxes, no lock-in to cloud providers.

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Open-weight models.
Visible, verifiable, replaceable.

We know what your AI does, because we know it too. No opaque APIs to outside vendors: every model running on your infrastructure is chosen, tuned, and documented.

Technological sovereignty

You don't depend on the choices of OpenAI, Google, or Anthropic. Open-weight models are public, inspectable, and installed inside your perimeter: if a vendor changes the terms, your AI keeps running.

Predictable costs

An open-weight model runs on your infrastructure. The more you use the AI Engine, the more value you get, at the same spend.

Optimized performance

Each model is selected and tuned for the GPU class in your hardware configuration. Quantization and parallelism come pre-configured: no manual tuning, no surprises.

Updated every quarter,
optimized for every GPU.

DataDeep curates the AI model catalog and refreshes it every quarter for every supported GPU class. The catalog is tuned to keep the best balance between model quality and parallelism.

Llama
Meta
Open Weight General-purpose Reasoning
Mistral
Mistral AI
Open Weight General-purpose Code
Qwen
Alibaba
Open Weight Multilingual Reasoning
Gemma
Google
Open Weight Compact Efficient

The catalog shown here is indicative. The actual model selection is defined during the analysis phase, based on your infrastructure and use cases. You are always free to swap or pair models, even after go-live.

Four ways to put AI to work

The same model catalog, four execution patterns native to the Console.

AI Agents

Autonomous workflows that orchestrate models, data, and rules to complete end-to-end processes, from data entry to report generation. Learn more →

AI Experts (RAG)

Vertical expert systems that answer questions on your company's documents, regulations, and manuals, with verifiable sources and hallucinations reduced to a minimum. Learn more →

Chatbot

A conversational assistant trained on your data. Answering with the source page and document is a standard feature, not an option. Learn more →

ML Algorithms

Predictive and prescriptive models for quality control, predictive maintenance, demand forecasting, and document classification. Learn more →

Put the AI Engine to work

Talk to an expert and find out which models are ready for your company

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