TNG Technology Consulting — AI Capabilities

We don't just advise on AI: we build, run, and continuously improve AI systems at scale — for our clients and within our own organization.

AI Systems We Build

What We Build for Clients

NLP & Large Language Models

model benchmarking and evaluation; domain fine-tuning (legal, source code, German); autonomous agents; AI-assisted development tooling; RAG pipelines.

Computer Vision

In-store analytics for retail; digital twins for warehouses; defect detection in manufacturing, pharma & agriculture; SLAM for autonomous driving.

Data Science & Machine Learning

Industrial process optimization via Monte Carlo Tree Search; fraud detection in fin-tech; churn prediction in telco; predictive costing; SAT solvers in logistics.

Generative AI

Text-to-image, text-to-3D for advertising; portrait generation and editing; AI-generated slide decks; workflow automation; Jira sprint review automation.

Deployment

On-Premises

Full data sovereignty — hosting, fine-tuning, and training LLMs on your own hardware or private GPU clusters.

Cloud

AWS, Azure (incl. Azure OpenAI), Google Vertex AI, Lambda Cloud; and European sovereign providers (STACKIT, IONOS, OVHcloud, Deutsche Telekom) for data residency.

Edge

Nvidia Jetson Nano, Raspberry Pi with Neural Compute Stick, ESP32 — for real-time inference in embedded and robotics systems.

Original AI Research

We conduct original AI research and release our work openly. DeepSeek-R1T2 Chimera is a TNG-developed open-weights LLM — as capable as DeepSeek R1, at significantly lower inference cost.

~ 10 k Downloads on Hugging Face

~ 20 B Tokens served per day via OpenRouter

Capturing 2.2 % market share on OpenRouter has ranked TNG 8^th among open-source model providers — in the same league as xAI, OpenAI, Google & Anthropic.

We operate a self-managed GPU cluster to provide secure infrastructure for AI development, experimentation and benchmarking.

Multiple cutting-edge open weights Large Language Models drive more than 50 internal applications. State-of-the-art coding models enable agentic workflows to boost developer productivity all while protecting our clients' data.

32 + 8 H100/H200 & MI325X GPUs

> 5 TB GPU RAM for model hosting

> 1.5 B Prompt tokens per day

> 10,000 Inference requests per hour

Agentic Software Development

Using agentic coding extensively frees up developer time, shortens development cycles, and enables very cost efficient solutions in enterprise settings.

AI-Powered OSS Rewrites

With Agentic Coding, we modernize legacy open-source software.

This enables removal of structural liabilities and is cost efficient.

From Concept To Agentic Code

We take your requirements and let agents turn them into running apps.

Screenshots and videos can guide this process.

Why TNG?

2001 Founded in Munich, Germany

900 + Employees · 99.9 % hold a university degree, 50 %+ a PhD

13 Offices worldwide

10 % Of work time dedicated to training, TechDays & conferences

Engineering-first — our consultants write production code, not just slide decks or POCs.

Cross-domain experience — manufacturing, legal tech, fin-tech, healthcare, automotive, and more.

Honest evaluation — we benchmark and validate before we build, so you invest in what works.

Exploring what AI can do for your organisation? Let's find out together. Reach out to start the conversation.