Scaling the Enterprise AI Operating Model

​Turning AI Investments into Measurable Enterprise Impact

​Across DACH enterprises, AI investment is accelerating. GenAI pilots are live. Use cases are validated. Budgets are allocated.

​Yet one question remains unresolved at the executive level: How do we turn AI initiatives into sustainable ROI at scale?

​The bottleneck is no longer the model. It is the operating model.

As AI systems move from experimentation into mission-critical environments, enterprises face new challenges:

• ​Aligning AI strategy with platform and enterprise architecture

• ​Managing latency, cost, and performance in real time

• ​Establishing governance and auditability for GenAI systems

• ​Bridging organizational silos between business, data, and infrastructure teams

• ​Ensuring AI systems remain reliable under production load

​This evening at the Merantix AI Campus brings together expertise across the full AI value chain - from enterprise AI design and implementation to real-time data infrastructure and production-grade observability. It is tailored for leaders moving beyond pilots; those accountable for ensuring AI delivers reliable impact within complex enterprise environments.

​Together, we will explore what it truly takes to scale the enterprise AI operating model — from strategy and organizational design to infrastructure and observability.

​Joining the panel:

• ​Marc Klingen Co-founder, Langfuse

• ​Robby Hornig Regional Sales Director Enterprise DACH, ClickHouse

• ​Thomas Wollmann CTO, Merantix Momentum

• ​Special Guest: Enterprise leader responsible for building AI infrastructure within their organization

​Event Agenda

​18:00 – Walk-in: Drinks and Networking
18:30 – Welcome and introduction
18:45 – Panel Discussion: Scaling the Enterprise AI Operating Model
19:15 – Performance demo in production AI by ClickHouse
19:30 – Closing remarks
19:45 – Open Networking with Drinks & Snacks

​Please note: Latest entry time is 6:30 PM.

About Your Hosts

​Langfuse
A leading open-source platform for LLM observability, evaluation, and prompt management. Acquired by ClickHouse earlier this year, Langfuse’s capabilities for tracing, quality measurement, and telemetry have become deeply integrated with the ClickHouse ecosystem — addressing one of the most critical challenges as AI systems move into production.

​ClickHouse
A high-performance, open-source columnar database that enables real-time analytics at massive scale. With a strong focus on production-grade data workloads and a recent expansion into LLM observability through the Langfuse acquisition, ClickHouse provides the foundational infrastructure for enterprises running mission-critical AI workloads.

​Merantix Momentum
A DACH focused AI transformation partner specializing in helping enterprise organizations go beyond experimentation to design, build, and scale AI systems that deliver measurable business value. Positioned at the intersection of strategy, engineering, and organizational enablement, Merantix Momentum supports complex AI delivery across industries.