ZirkelTech develops production-ready AI systems that solve concrete business problems - not PoC demos that never reach operations. From SAP Joule to autonomous Agentforce agents to Databricks ML platforms: AI that is grounded, governed, and measurable.
Production-ready AI systems - from strategy through ML platforms to agent orchestration.
SAP's generative AI foundation with BTP AI Core as LLM orchestration runtime. Grounded inference pipelines with RAG over Datasphere semantic layers, Azure OpenAI-hosted models, and full master data traceability.
#SAP Joule #BTP AI Core #Azure OpenAI #RAG #Grounded LLMs #Datasphere
Production-ready LLM applications on Azure OpenAI: GPT-4o fine-tuning, prompt flow orchestration via Azure AI Foundry, vector search with Azure AI Search HNSW indexing, and Semantic Kernel multi-agent pipelines. GDPR-compliant in Azure Germany North.
#Azure OpenAI #GPT-4o Fine-tuning #Azure AI Foundry #Semantic Kernel #Azure AI Search
End-to-end ML platforms on Databricks: Unity Catalog feature stores, MLflow experiment tracking with Optuna hyperparameter sweeps, LLM fine-tuning with DBRX or Llama 3 on GPU clusters, and model serving endpoints with A/B traffic splitting.
#Databricks Mosaic AI #Unity Catalog #MLflow #DBRX #Llama 3 #Model Serving
Autonomous multi-agent systems: LangGraph stateful agent graphs, CrewAI role-based crews with tool use, AutoGen conversational networks, and Semantic Kernel Process Framework for human-in-the-loop approval chains.
#LangGraph #CrewAI #AutoGen #Semantic Kernel · pgvector #Azure AI Search #ToolUse
Computer vision for quality assurance and defect detection: Azure AI Vision custom models, NVIDIA Triton Inference Server, and YOLOv10 trained on your manufacturing data. Deployment on Azure IoT Edge or NVIDIA Jetson with sub-10ms latency.
#Azure AI Vision #NVIDIA Triton #YOLOv10 #ONNX Runtime · Azure IoT Edge · NVIDIA Jetson
ML-powered predictive maintenance pipelines: OPC-UA/MQTT sensor data into Azure Event Hubs, processed in Databricks Structured Streaming with Prophet, LSTM, and TFT. Anomaly scores in Power BI and automatic SAP PM work order triggering.
#Azure Event Hubs #Databricks Streaming #Prophet #LSTM #TFT #OPC-UA #AP PM
Automation of document-intensive processes: Azure AI Document Intelligence, Hugging Face Transformers for German-language NER and classification, LLM extraction pipelines for invoices and contracts. Structured output validated against SAP vendor master data.
Azure Document Intelligence #Hugging Face #spaCy #German NLP #SAP BAPI #IPA
Production-ready MLOps with Databricks MLflow Model Registry, approval-gated stage transitions, and Evidently AI drift detection. Feature pipelines via Apache Airflow, SHAP explainability reports, and Unity Catalog row-level security for regulated environments.
#MLflow #Evidently AI #Apache Airflow #SHAP #Unity Catalog #BaFin Compliance
Structured 4-6 week PoC sprints: ROI-based use case assessment, architecture decision records for model selection, rapid prototyping with LangChain or Haystack RAG pipelines, and production readiness assessment covering security, latency, cost, and regulatory risk.
#AI PoC #LangChain #Haystack #RAG #ADR #AI Readiness Assessment
Algorithm-based applications for highly sensitive market analyses.
+35% Forecast Accuracy
SAP S/4 HANA implementation with 24×7 support.
Go-live in 6 Months
AI-based drone LiDAR systems as part of BIM.
40% Time Saving
SaaS platform for digital transformation in the automotive supplier industry.
Real-time Transparency
MS Dynamics CRM implementation with 24×7 support.
24/7 Support SLA
Shared service support with continuous improvement.
30% Efficiency GainAlgorithm-based applications for highly sensitive market analyses.
+35% Forecast AccuracySAP S/4 HANA implementation with 24×7 support.
Go-live in 6 MonthsAI-based drone LiDAR systems as part of BIM.
40% Time SavingSaaS platform for digital transformation in the automotive supplier industry.
Real-time TransparencyMS Dynamics CRM implementation with 24×7 support.
24/7 Support SLAShared service support with continuous improvement.
30% Efficiency GainWe chose ZirkelTech because we needed a strategic partner with world-class expertise to work alongside our multi-national SAP S/4 team. We found ZirkelTech to be the most flexible, well-organized and trustworthy. We highly appreciate not just the subject matter knowledge, but also the enthusiasm and readiness consistently shown by the colleagues to discuss and try out novel approaches to solving complex problems.
ZirkelTech has supported us from the idea of a collaboration platform to its final marketability with high competence and reliability. Thanks to the partnership and agile cooperation, the idea was quickly transformed into a proof of concept. ZirkelTech continues to be our strategic partner for future projects, due to its commitment and flexibility.
With ZirkelTech we have found a competent partner who has reliably supported us in software development. Besides expert colleagues, who convinced us with their professional competence and creativity, Zirkel Tech is also characterized by an organized cooperation and goal-oriented communication. Also, for future projects ZirkelTech is the first choice for us.
DLC GmbH has experienced a significant boost in efficiency and project management thanks to the exceptional technical solutions provided by Zirkel Tech. Their team’s technical expertise, prompt response times, and unwavering dedication to our unique needs have been invaluable. We highly recommend their reliable and professional services to any business seeking top-notch IT support. Zirkel Tech has truly become an integral part of our success.
The ZirkelTech team was instrumental in developing our Personal Finance platform - MoolahMate. Their expertise ensured a seamless integration with another solution provider while also incorporating robust security. They met all the deadlines, responded to our queries quickly and stayed within budget. Their ability to listen, suggest ideas, dedication and professionalism make them an invaluable partner. It has been a pleasure to work with them as a partner in our journey to deliver a great solution for our customers.
From the very first discovery workshop, the ZirkelTech team demonstrated a rare combination of deep technical knowledge and genuine curiosity about our manufacturing operations. Rather than proposing a generic off-the-shelf solution, they invested heavily in understanding our specific OEE (Overall Equipment Effectiveness) measurement methodology, our rejection-tracking workflows, and our compliance obligations under IATF 16949. This groundwork paid dividends throughout the entire project.
Write us an email at info@zirkeltech.com or complete the form.
