From SiliconANGLE · Victoria Gayton · · 1m
IBM puts governed context at the center of production AI
IBM's new AI approach centers real-time business data for smarter agent decisions.
In brief
IBM's new AI approach centers real-time business data for smarter agent decisions. IBM's AI Operating Model uses governed context to help enterprises deploy AI agents that make decisions with relevant, up-to-date business information. Originally reported by SiliconANGLE.
IBM's AI approach
IBM connects data foundations to AI production challenges for business decisions.
“You wouldn’t give your accounts receivable work to a nuclear physicist that worked on your energy production side of your business”
Why governed context matters
AI agents need relevant business information to make decisions without human intervention.
“So, why would you take a very, very smart model, give it all of the possible information about your business and say, 'Figure out accounts receivable?'”
Streamhouse architecture
IBM’s streamhouse architecture combines real-time data from operational systems for AI agents.
“We call that the streamhouse architecture”
Confluent’s role
Confluent supports data preparation across environments where business information originates.
“The earlier you govern it, the better. The quicker you produce the high-value data, the better”
Agent specialization
AI agents need tailored business context for specific tasks to function effectively.
“You can describe, 'Hey, in this business process, what I mean is X'”
Production readiness
Businesses must provide current operational data without human intervention for AI agents.
“You should always be asking yourself, 'How can I know the state of my business right now?'”
What happens next
IBM’s AI Operating Model will help enterprises deploy AI agents with relevant business context.
“The best bit about this whole system is it can learn at every layer”
The big picture
IBM's AI Operating Model uses governed context to help enterprises deploy AI agents that make decisions with relevant, up-to-date business information.
