Allinga LLM

Full Control Across the Entire Value Chain – From Data Foundation to Deployment

We develop, train, and integrate AI solutions based on generative artificial intelligence and large language models (LLMs).​

Our expertise covers the entire value chain – from the development of high‑performance foundation models to integration into production‑ready applications. Key components include data‑driven model development as well as comprehensive evaluation of the LLMs under real‑world operating conditions.​

 

Training of Large AI Models

We have deep expertise in developing and training large-scale foundation models.

Domain‑Specific Adaptation

Our AI models that can understand complex content and demanding tasks thanks to specialized domain knowledge.

Optimization for Small Devices

We offer deep know-how in developing AI solutions for local environments – on‑premise and as edge applications.

Secure, Specialized, “Made in Germany”: LLM Solutions for Enterprises

We offer deep expertise in the specialization and further development of foundation models. Through domain‑specific adaptation, LLMs can be precisely tailored to the requirements of specific industries, processes, or knowledge domains.

For our partners, we enable the operation of language models in local environments (on‑device deployments and edge AI): cost‑efficient, secure, and completely independent of internet or cloud infrastructures.

In this way, we make complex AI technologies “Made in Germany” reliable and secure – optimized for real‑world applications and enterprise needs.

 

Application Areas

Healthcare

AI‑driven insights for faster diagnoses and personalized patient care​

Public Administration

Automation of workflows and document processing for more efficient organizations​

Robotics and Manufacturing​

Intelligent human-robot interaction for seamless automation and operational excellence​

In‑Car Assistant​

Secure, hands‑free voice interaction for navigation, entertainment, and vehicle control​

Our Area of Expertise

We work with you to identify the best starting point of your LLM journey. From pre‑training and optimization through to integration, we provide the right solution for every challenge – tailored to your industry, infrastructure, and compliance requirements.

End‑to‑End Data Preparation for LLM Training

  • Design of an appropriate data strategy
  • Creation of curated, high‑quality pre‑training datasets (including multilingual data)​
  • Domain‑specific data preparation and data optimization
  • Enhancement and assurance of data quality

Model Development

  • Concept design and preliminary studies
  • Training of large AI foundation models
  • Multimodal models (text, image, audio)
  • Techniques for multilingual modelling
  • Flexible Adapter Expert architectures
  • Customized embedding models

Domain‑Specific Model Adaptation

  • Specialization of foundation models to meet industry‑ and company‑specific requirements
  • Customization to industry‑ and company‑specific terminology and specialized knowledge

Efficiency & Resource Optimization

  • Efficient, stable, and cost‑effective training
  • Optimized for small devices (memory, performance, quantization)
  • Lower inference costs
  • Reduced latency

Evaluation & Benchmarking

  • Benchmarking and comparison of various foundation models
  • Development of suitable evaluation metrics
  • Practice‑oriented testing under real‑world conditions

Product Integration & Systems

  • Setup and optimization of architectures:
    • RAG systems
    • Multi‑agent systems
  • Production integration:
    • Local/offline solutions (on‑premise, Edge)
    • Integration into platforms and applications
    • SaaS‑based cloud deployment

References

TEUKEN

Multilingual and open source: the OpenGPT‑X research project has released a large AI language model, developed under the leadership of Fraunhofer IIS and IAIS

TEUKEN

ELMOD-2.7B

Fraunhofer IIS deploys a large language model on a smartphone – trained on a first-of-its-kind German reference datasets

ELMOD-2.7B

SOOFI

Advancing AI sovereignty in Europe: the project aims to develop an open large‑scale AI language model with 100 billion parameters for industry and society

SOOFI

Work with Us

Initiation

Analysis and kick‑off workshop

Concept development for training and data strategy​

Definition

Requirements analysis​

Definition of benchmarking metrics​

Evaluation of various foundation models​

Implementation

Partial or complete data preparation​

Training of the selected foundation model​

Operational Phase

Application development and integration​

Inference and continuous benchmarking​

Get in touch with our experts and let us show you how your organization can benefit from Allinga LLM.​

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