Build Agentic Apps With an LLM Mesh

Build Reliable Agentic Applications Across the Enterprise

In this technical guide from O’Reilly and Dataiku, discover how the LLM Mesh addresses key challenges around using agentic applications at scale, making it easier and safer for IT teams to harness the power of GenAI. 

Trusted by 1 in 4 of the World's Top Companies.*
*Top 500 companies of the 2024 Forbes Global 2000, excluding China

Access the Technical Guide
{padding={top={value=30, units=px}, bottom={value=30, units=px}, left={value=30, units=px}, right={value=30, units=px}}, css=padding: 30px; }

The Importance of an LLM Mesh Architecture

What Exactly Is an LLM Mesh?

An LLM Mesh is an architecture paradigm for building agentic applications in the enterprise.

An LLM Mesh should enable you to:

1. Access various LLM-related services through an abstraction layer.

2. Provide federated services for control and analysis.

3. Provide central discovery and documentation for LLM-related objects via a catalog.

When Should You Use an LLM Mesh?

The LLM Mesh is valuable when the total number of agentic applications being developed in an organization begins to grow, more teams start building and using the applications, and more complex agentic applications are being designed and built.

In this context, the LLM Mesh will accelerate the development of the applications, simplify their maintenance, and help to ensure that the applications meet enterprise standards for safety, security, and performance.

An Example Agentic Application: Financial Crime Detection

Want to see a complete, multi-agent app in action?

The final chapter is all about a real-world Anti-Money Laundering (AML) case study and how an LLM Mesh enables enterprises to design, build, and govern complex agentic applications that solve high-stakes business problems (in this case, helping financial crime investigators work faster, more thoroughly, and with greater accuracy).



Why an LLM Mesh?

The Dataiku LLM Mesh is the most comprehensive and agnostic LLM gateway offering on the market, partnering with the top generative AI players for secure access to thousands of LLMs (including third-party and self-hosted).

 

Dataiku LLM Mesh Jan 2025-4