Artificial Intelligence

Our team can execute client projects from proof-of-concept to production, providing a range of services including data preparation, model development, testing, and deployment. We focus on integration, training, hosting, and benchmarking.

At the same time, we are proactively advancing several AI research initiatives with an emphasis on AI models and robotics. You can find more information here:

AI Research

Generative AI and Large Language Models

Generative AI

  • AI Assistant for Dataset Discovery via Text-to-SQL

  • AI Copilot for exposés in the real estate industry

  • AI Slide Deck generation

  • Atlassian Jira app Rock your Sprint Review

  • AI-generated children's books

  • Portrait generation and editing

  • Chatbots using Retrieval-Augmented Generation (RAG) and agentic features

  • TNG AI Assistant TAIA

  • Text-to-3D Diffusion and Text-to-lmage Model Training

AI productivity tools

  • Automated unit test generation: Automates unit test generation for Java, Kotlin, C#, and TypeScript projects. The tool operates autonomously, validating test quality through advanced methods while minimizing developer intervention.

  • Automated end-to-end test generation: Generates end-to-end web tests from plain English instructions, producing maintainable Playwright code. It runs locally with optional on-premise model support, adapting tests to your team's conventions.

  • Automated code migration for Java and language conversions

  • Code and technical architecture analysis

Methodical expertise

  • Model and pipeline evaluation and benchmarking using advanced techniques such as LLM-based assessment

  • Domain-specific model fine-tuning for e.g. legal tech, source code, and German language

Computer Vision

  • Defect detection and quality control in different industries, e.g. agriculture, high-tech manufacturing, and pharmaceutical wholesale

  • Autonomous driving and flight, including Simultaneous Localization and Mapping (SLAM) as well as controlling

  • Motion analysis for sports athletes

  • Biometric identification, including face, iris, and fingerprint identification

  • Security edge computing applications for public spaces, including video anonymization and touchless gesture feedback

  • Research in the field of Realtime Deepfakes

Statistical Machine Learning

  • Fraud and risk detection in fintech and telecommunications industry

  • Predictive costing in global supply chains

  • Garment size recommendation for a webshop

Reinforcement Learning

  • Optimizing Maintenance Decisions with Monte Carlo tree search (MCT)

  • Satisfiability Problem (SAT) Solving

  • Automatic adjustment of the steering parameters for industrial machines

Platforms & hosting

On-Premises

  • Hosting of LLMs and Al Services on a GPU Cluster, including embedding, transcription, translation, and re-ranking

  • Infrastructure administration

Cloud services

  • AWS ML Services

  • Azure Al Services and Azure OpenAI

  • Google Vertex Al

  • Lambda Cloud and Hugging Face hosting

Edge devices

  • Usage of small form factor computers like Raspberry or NVIDIA Jetson Nano

  • AI on microcontrollers like ESP32

  • Neural Compute Sticks

Interested?

Contact us via info@tngtech.com, or use one of the other contact options to learn more about our AI services. We are happy to support you.