AI Expertise

From training data 📊 to production. 🚀

We curate data, train models, and deploy them reliably into production—locally, self-hosted, or in the cloud. For banks, insurance companies, industry, and the public sector.

Illustration of a presenter explaining charts and a workflow diagram to four colleagues, representing knowledge sharing and AI expertise at Objentis.

AI that works in day-to-day operations—not just in pilot projects

Many AI projects fail not because of the model itself, but because of the challenges involved in deploying it: data quality, latency, hardware costs, and stability. Objentis supports the entire technical lifecycle—training data, training and evaluation, high-performance inference on your own or cloud infrastructure, and integration with your systems.

This expertise stems from nine years of operating our own models: GPU inference under load, optimization with CUDA and NVIDIA Triton, and deployment in the cloud and on-premises. You can find out how we test AI systems and use AI in software testing here:

Our AI expertise in three areas

1️⃣ AI Development: From Training Data to the Evaluated Model

Good models start with good data. We build a solid foundation of clean data, train and fine-tune models for your specific use case, and demonstrate their quality with transparent benchmarks.

2️⃣ AI Operations: Stable, High-Performance Models in Production

A model only creates value when it’s in use. We reliably deploy AI into production—locally, self-hosted, or in the cloud—and optimize inference for speed and cost.

3️⃣ Integration & Solutions: AI Embedded in Real-World Processes

AI needs to be where the work is done. We integrate models with your workflows, applications, and data sources.

AI Solutions for Regulated and Complex Industries

We understand the requirements for data protection, traceability, and stability in sensitive environments. Learn more about our solutions for your industry:

Milestones in AI

2017
Start of Drvless Automation, Visual Recognition
2018
Expansion of Screen Detection; First Work with Classical NLP
2019
Object Detection, Classification, and OCR with Custom Training
2020
Hyperparameter Optimization & Model Benchmarking
2021
Performance Optimization, Working with CUDA
2022
NVIDIA Triton & Production-Grade Inference, Cloud Deployment
2023
Launch of Drvless Ideation, First LLM Topics
2024
AI-powered Test Case Derivation from Requirements
2025
Custom AI Projects, n8n Workflows
2026
AI Across the Enterprise

Would you like to test AI-based software or integrate AI effectively into your quality assurance process?