Agentic AI in the practical test: Developing AI agents together
At the Gestalterkreis Invoice & Agentic AI, user companies discuss concrete application areas of autonomous AI in the Purchase-to-Pay process (P2P) together with insiders.
Insiders, a technology-leading provider of software for Intelligent Automation (IA), discussed concrete use cases for autonomous AI agents in the Purchase-to-Pay process together with customers as part of its „Invoice & Agentic AI“ Gestalterkreis. The two-day event focused on the question of how new approaches to Agentic AI can be meaningfully integrated into existing business processes.
Collaboration in Practice
Agentic AI is currently regarded as the next promising stage of development in the use of artificial intelligence in companies. In the future, autonomous systems are expected not only to assist with individual tasks, but to independently take over process steps and prepare decisions.
A brief accompanying survey among the Gestalterkreis participants paints a clear picture: there is strong demand for further automation of manual process steps. At the same time, only a few companies have so far deployed AI agents in their operational workflows. Accordingly, there is considerable interest in concrete and practical use case scenarios.
„I was initially a little skeptical and wondered what these agents could actually do from a technical standpoint,“ reports Patrick Heckenstaller, Head of Invoice Receipt at MAN Truck & Bus SE. „But at the Gestalterkreis it was really interesting to see how far the development has already come.“ Sebastian Bernard, European Sales, Optimization of Order Management Processes at Bosch Rexroth AG, adds: „Before the joint workshop and the presentations, I didn’t have enough concrete ideas. It was really during the workshop that you got truly immersed — and came away with completely new ideas.“
At the Gestalterkreis, Insiders presented the current development status and the roadmap of its solutions for automated invoice processing. In subsequent workshops, participants discussed potential use cases for autonomous systems across the entire P2P process together with product managers and AI experts.
The focus was particularly on process steps that still require manual intervention today — such as exceptions, unclear documents, or more complex review processes. A key outcome of the discussions: AI agents deliver their greatest value where they meaningfully complement existing automation and reduce manual effort.
„The agent that was presented to us there was very, very impressive to me. I could see at any time: where am I right now? Has my delivery arrived yet? Am I still under-delivered? And in the end I could trigger actions — for example, automatically notifying the supplier,“ reports another participant responsible for managing accounts payable and the invoice review process in their company.
„Agentic AI is being widely discussed right now. However, what matters is not the technology alone, but its concrete value within the business process,“ says Jan Oevermann, Head of Sales Unit Industry at Insiders Technologies. „That is why we develop corresponding solutions not in isolation, but together with the companies that operate these processes on a daily basis.“
Insiders‘ Path to Agentic AI
Formats such as the Gestalterkreis are a central component of this customer-oriented approach to driving innovation. Customers, partners, and product teams work together directly, discuss real-world requirements, and provide feedback on new approaches. The outcomes feed directly into the further development of the solutions.
On the technology side, Insiders relies on a platform architecture that combines various AI methods and can be flexibly integrated into business processes. These include the AI integration platform OvAItion, the automation platform OmnIA, and the no-code service builder GenerAItor.
OvAItion enables companies to run different AI models in parallel — from classical machine and deep learning methods to current large language models from various providers. A distinctive feature is that Insiders also offers a private LLM in which the data never leaves the Insiders Cloud. This allows the most suitable models to be used for different tasks without being permanently tied to individual technologies.
OmnIA handles the orchestration of processes. The platform connects individual AI services with real business workflows, controls processes, and integrates human review and decision-making steps where needed. This allows autonomous functions to be incrementally integrated into existing processes without losing transparency or control.
With GenerAItor, Insiders also provides a no-code tool that enables specialist departments to configure their own AI services. Classification and extraction functions can be created without any training effort and integrated directly into automated workflows.
From Feedback to Practical Implementation
The discussions, feedback, and ideas from customers flow directly into the development work at Insiders Technologies. This gives rise to practical, scalable AI solutions that address real process challenges and continuously advance the path toward autonomous agents in the P2P process.
The combination of close collaboration with customers, platform architecture, and flexible AI integration allows innovations in Agentic AI to create targeted added value for companies.
