# AI & Machine Learning [AI & Machine Learning](https://iits-consulting.de/en/services/ai-machine-learning) ## AI & Machine Learning From first idea to a production AI system: sovereign, scalable, and compliant. We build AI that lives inside the systems you already run and takes on real work, day in and day out. And when your data can't leave the country, we keep the whole thing sovereign. [Free AI Discovery Workshop](https://iits-consulting.de/en/ai-discovery-workshop/index.md) [Get in touch](https://iits-consulting.de/en/contact/index.md) Our Technology Partners ## TRUSTED BY TEAMS AT: Deutsche Telekom Uniper GOLDBECK PwC Vattenfall Schwarz Gruppe Cornelsen Meridiam of companies globally use AI in at least one business function. 94% of telecom brands are using AI to steer and personalize customer journeys across channels. 64% of logistics firms report reduction in operational costs when they use AI‑driven routing and optimization in their networks. 68% ## Our AI & Machine Learning Services ### Agentic AI Agents that take on real, multi-step work. Autonomous agents that decide which tools to call and work through a task end to end, inside the systems you already run, with a human in the loop where it counts. [Explore Agentic AI](https://iits-consulting.de/en/services/ai-machine-learning/agentic-ai/index.md) ### Computer Vision Machines that see what matters. Vision systems that inspect, count, and recognise in real time, on the production line or out in the field, turning a camera feed into decisions you can act on. [Explore Computer Vision](https://iits-consulting.de/en/services/ai-machine-learning/computer-vision/index.md) ### Document AI Turn document piles into usable data. AI that reads dense, messy documents and pulls out exactly what matters, turning hours of manual review into minutes and feeding the results straight into your systems. [Explore Document AI](https://iits-consulting.de/en/services/ai-machine-learning/document-ai/index.md) ### Sovereign AI AI that stays in the country. AI you can run entirely within the EU, on sovereign cloud or your own infrastructure, so sensitive data never leaves your control and compliance is built in. [Explore Sovereign AI](https://iits-consulting.de/en/services/ai-machine-learning/sovereign-ai/index.md) ### Data Platforms Get your data ready for AI. The pipelines and platforms that get your data AI-ready and keep it flowing, so your models are built on something solid. [Explore Data Platforms](https://iits-consulting.de/en/services/ai-machine-learning/data-platforms/index.md) ### MLOps Keep models healthy in production. The tooling and practices that keep models monitored and improving after launch, so what you ship keeps performing instead of quietly drifting. [Explore MLOps](https://iits-consulting.de/en/services/ai-machine-learning/mlops/index.md) ## Why iits for AI? AI is only worth it once it's doing real work, safely, inside the systems you already run. That's the part we focus on. ### Beyond Chatbots Our AI lives inside your systems and takes over the work people used to do by hand. ### Fits your cloud Robust, lasting solutions that slot into the cloud infrastructure you already run. ### You stay in control We explain what a model can and cannot do, and give you the interface to see it working, so control stays with you. ### Transparent metrics Honest numbers on how a model actually performs, so nothing is taken on faith. ### Compliance from day one ISO 27001 certified, and we design for GDPR and the AI Act from the very start. ### Research partners We run joint research projects with TU Dortmund and Fraunhofer IML, with the delivered work to show for it. [Send Inquiry](https://iits-consulting.de/en/contact/index.md) ## The next step costs you one day In one day we work out together what is possible — free, without obligation, and on site with you if you want. At the end you have a roadmap you can work with. ### AI Discovery Workshop Identify use cases, assess AI readiness, clarify feasibility — and a roadmap that fits the data you actually have. The entry point before the discovery sprint. [Explore the workshop](https://iits-consulting.de/en/ai-discovery-workshop/index.md) ### Software architecture workshop A review of your architecture, modernisation potential, and where AI genuinely fits into your existing product. [Explore the workshop](https://iits-consulting.de/en/software-architecture-workshop/index.md) ### Cloud architecture workshop Cloud strategy, infrastructure assessment, and the sovereign options: StackIT, T Cloud Public, on-premise. [Explore the workshop](https://iits-consulting.de/en/ai-discovery-workshop/index.md) No use case in mind yet? That is exactly what the workshop is for. [Request a workshop](https://iits-consulting.de/en/contact/index.md) ## Our Work [Fibre Rollout Contract Management for Broadband Services](https://iits-consulting.de/en/portfolio/fibre-rollout-contract-management-for-broadband-services/index.md) The development of a central, audit-proof contract management system for fibre rollout, including transparent document storage, deadline tracking and a KPI dashboard. [Web-Based Order Management for Construction Sites](https://iits-consulting.de/en/portfolio/web-based-order-management-for-construction-sites/index.md) The transformation of an old desktop application into a web-based construction order management system, including functional enhancements. [View all](https://iits-consulting.de/en/our-work/index.md) ## Our Team Dr. Tim Delbrügger Head of AI & IoT Max Knopf Head of Operations ## Latest articles [What It Takes to Become an iSAQB-Certified Software Architect](https://iits-consulting.de/en/blog/what-it-takes-to-become-an-isaqb-certified-software-architect/index.md) The iSAQB certification at Advanced Level takes years of project experience, accredited trainings and an architecture project defended in front of two examiners. We look at what that means in practice and why one of our architects now wants to teach it. [Professional rejections. Bad hires. Poor reviews.](https://iits-consulting.de/en/blog/improve-your-recruiting/index.md) Seven tips for more efficient recruitment, better-fit hires and a better candidate experience - with public reviews in mind, too. [From runtimeClassName to runc: How Kubernetes Picks a Runtime](https://iits-consulting.de/en/blog/from-runtimeclassname-to-runc-how-kubernetes-picks-a-runtime/index.md) While studying for the CKS, I looked into RuntimeClasses: why you might want more isolation than a container offers, and how containerd, a shim, and runc start one. [all posts](https://iits-consulting.de/en/blog/index.md) ## Ready to put AI to work? Tell us what you're trying to achieve, and we'll give you a straight read on where AI fits, and where it doesn't. Not sure where to start? That's what the AI Discovery Workshop is for. [Get in touch](https://iits-consulting.de/en/contact/index.md) [Free AI Discovery Workshop](https://iits-consulting.de/en/ai-discovery-workshop/index.md) AVG. RESPONSE \< 1 BUSINESS DAY