Confluent launches Lightning Tables to give AI agents live data
Confluent tells that agents can use data that is not current. A Streamhouse gives them one current view of the business.
On 4 November 2026, Confluent, a company in the IBM group, announced Lightning Tables for its Streamhouse architecture. Confluent sells software that sends business changes between systems when they occur. Lightning Tables is available to all customers on AWS. It lets them query live data in Confluent with low latency, and they make fewer copies of data in a different database.
How it works
A Streamhouse keeps one current picture of the business. Each change in a source system goes into a flow of changes. Agents and apps read the joined view before they work.
The platform has five parts: Stream, Connect, Process, Govern and Query.
The proof
Confluent gives one test result. Its tests show latency below one millisecond for the Stream part, and the actual latency changes with the set up. Accenture tells that its time to insight fell from months to days. Confluent or its customers make these claims.
What is not known
Confluent gave no test results for Lightning Tables. It also gave no price. The airline example in the release is not a customer example.
Insight: Data vendors race to sit below the agents
Confluent is part of IBM, and IBM tells that it is important to its data plan. On 27 October IBM added a gateway that controls agents from other firms. On 4 November MariaDB told that agents must have one data system below them. This reads as a move to hold the layer that agents read and obey. Leaders must find who holds that layer.
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