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World Congress 2025 • Aug 20, 2025 • Session details

Enterprise Integration Is Dead! Long Live AI-Driven Integration with Apache Camel

Bruno Meseguer , Markus Eisele

Is traditional enterprise integration dead? Discover how combining Apache Camel with local AI agents creates intelligent, self-correcting workflows to replace fragile legacy architectures.

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#1 about 4 min

Enhancing traditional enterprise integration with large language models

Language models simplify enterprise integration by reducing manual routing logic without completely replacing legacy systems.

#2 about 2 min

Developer tools for building AI assisted integration workflows

To construct the AI-assisted pipeline, developers use Apache Camel command-line interfaces and visual integration designers.

#3 about 8 min

Automating the legacy system data ingestion process

Parsing outdated electronic data interchange formats requires specialized extraction tools to successfully provision modern vector databases.

#4 about 9 min

Empowering customer support via autonomous integration agents

By leveraging tool calling and similarity searches, autonomous agents can correct PDF invoices and issue targeted promotions directly.

#5 about 5 min

Delegating complex prompt workflows to a planning agent

Since single agents struggle with multi-step commands, a planning agent decomposes complex prompts into structured execution plans.

#6 about 6 min

Controlling automated support workflows using human validation

To fully automate workflows while retaining safety, an event-driven process consumes transcripts and proposes actions for human approval.

#7 about 1 min

Deploying intelligent enterprise integrations using local models

Developers can independently test these smart workflows by running small language models locally from the provided code repository.

Matching moments

2:15 min

Leveraging artificial intelligence to accelerate system migration

Annette Schelten Annette Schelten +1 · World Congress 2025

2:46 min

Deploying AI agents for enterprise legacy code modernization

Neel Sundaresan Neel Sundaresan +1 · World Congress 2026 Europe

1:48 min

Exploring AI integrations in modern agile development workflows

Markus Walker Markus Walker · World Congress 2023

2:00 min

Integrating human engineers and autonomous agents in the SDLC

Laura Thorson Laura Thorson · World Congress 2026 Europe

2:02 min

Shifting focus from isolated models to enterprise AI systems

Mohak Chadha Mohak Chadha · World Congress 2026 Europe

2:02 min

Addressing common enterprise AI misconceptions

Deivids Vilkinsons Deivids Vilkinsons +3 · World Congress 2026 Europe

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