22-25 April 2026 
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SQLBits 2026
Architect your agents and save money
In this session we will dive into the needed approach of architecting your agents to save money, give the end user a better (and faster) experience and enable users to add value directly to the agents.
With the enablement of data agents in the world of "talk to your data", you will often stumble upon the cost of these agents.
They can be expensive and consume capacities rather quickly.
In this session we will dive into the needed approach of architecting your agents to save money, give the end user a better (and faster) experience and enable users to add value directly to the agents.
We will start of in a very common scenario and talk about the pitfalls in this setup. After this we will jump into an approach which will save money, orchestrate your agents for better governance and help you understand the whereabouts of enabling data agents and have a good architecture behind them.
Along the way, we’ll also explore how proper data classification and lineage in Microsoft Fabric can support your agent architecture — ensuring that sensitive data is handled correctly, that governance is enforced automatically, and that you can trace exactly which data your agents use and why.
After this session you will have the knowledge of creating your own cost-saving agent architecture and be able to help your organisation to have a good governance for both cost and ease of use.
They can be expensive and consume capacities rather quickly.
In this session we will dive into the needed approach of architecting your agents to save money, give the end user a better (and faster) experience and enable users to add value directly to the agents.
We will start of in a very common scenario and talk about the pitfalls in this setup. After this we will jump into an approach which will save money, orchestrate your agents for better governance and help you understand the whereabouts of enabling data agents and have a good architecture behind them.
Along the way, we’ll also explore how proper data classification and lineage in Microsoft Fabric can support your agent architecture — ensuring that sensitive data is handled correctly, that governance is enforced automatically, and that you can trace exactly which data your agents use and why.
After this session you will have the knowledge of creating your own cost-saving agent architecture and be able to help your organisation to have a good governance for both cost and ease of use.