Kai Waehner

bridging the gap between technical innovation and business value for real-time data streaming and applied AI.

Beyond Enterprise Data Lineage: The Case for a Platform-Independent Data Catalog

Most organizations start their data governance journey by asking how to track where data comes from and where it goes.…

7 days ago

Data Ownership in the Age of Agentic AI: Why SAP’s API Policy Forces a Data Integration Reckoning for Every Enterprise

Every enterprise is being told to go agentic. Meanwhile, the platforms holding your most critical business data are tightening control…

3 weeks ago

Flink CEP and Agentic AI: Real-Time Pattern Detection as the Foundation for Autonomous Decisions

AI agents fail in production when they are connected directly to raw event streams. Flink CEP is the missing layer…

4 weeks ago

Complex Event Processing (CEP) with Apache Flink: What It Is and When (Not) to Use It

Complex Event Processing is the most underused capability in Apache Flink. It detects meaningful event sequences in real time, fires…

1 month ago

MCP vs. REST/HTTP API vs. Kafka: The Architect’s Guide to Agentic AI Integration

MCP, REST/HTTP APIs, and Apache Kafka are not alternatives. They solve different problems at different layers of the architecture. This…

1 month ago

Enterprise Agentic AI Landscape 2026: Trust, Flexibility, and Vendor Lock-in

The Enterprise Agentic AI Landscape 2026 maps every major AI vendor across two dimensions that matter most: how much you…

2 months ago

The Trinity of Modern Data Architecture: Process Intelligence, Event-Driven Integration, and Trusted Agentic AI

Agentic AI without governed processes is fast but ungoverned. Event-driven integration without process intelligence moves data but not decisions. Process…

2 months ago

dbt Meets Apache Flink: One Workflow for Data Engineers on Snowflake, BigQuery, Databricks, and Confluent

Two toolchains, two skill sets, two CI/CD pipelines — that has been the reality for data engineers working across batch…

2 months ago

The Shift Left Architecture 2.0: Operational, Analytical and AI Interfaces for Real-Time Data Products

The Shift Left Architecture moves data integration logic into an event-driven architecture where governed data products are built once and…

2 months ago

UFC VIP Experience Worth the Price? Fan Review. Business Perspective. Tech Vision.

The Ultimate Fighting Championship (UFC) held Fight Night London on March 21, 2026, at The O2 Arena. It was a…

2 months ago