Kahuna Labs Introduces Self-Learning Support Intelligence, a New Category of AI for Complex Technical Support

New category moves beyond knowledge retrieval by learning from how technical problems are investigated and resolved

LAS VEGAS, NV, CA, UNITED STATES, October 19, 2026 /EINPresswire.com/ — Today at TSIA Technology & Services World (TSW) 2026, Kahuna Labs introduced Self-Learning Support Intelligence, a new category of AI designed for complex technical support.

Generative AI has dramatically improved our ability to find information. But complex technical problems don’t always have an answer waiting to be found. Resolving them requires engineers to gather information, evaluate evidence, test hypotheses, and determine what to investigate next.

Self-Learning Support Intelligence learns from that troubleshooting experience, turning questions, evidence, diagnostic paths, and actions into intelligence that can help solve the next problem.

“The pace of product innovation is accelerating dramatically. AI-generated code is introducing new edge cases, while AI agents are pushing products into increasingly complex and unpredictable scenarios,” said Sanjeev Gupta, Co-founder and CEO of Kahuna Labs. “The future is a self-learning intelligence system that automatically discovers how complex problems are investigated and resolved.”

From Knowledge to Troubleshooting Experience
Much of the expertise required to resolve complex issues isn’t captured in a knowledge article. It exists across previous cases, product documentation, engineering systems, collaboration tools, calls, attachments, and the decisions and actions that led to resolution.

Traditional knowledge-centric AI asks: What information is relevant to this problem?
Self-Learning Support Intelligence asks: What can we learn from how problems are actually solved?
By learning from troubleshooting experience, Self-Learning Support Intelligence understands each customer’s situation, asks probing questions, collects diagnostics, and recommends or executes the next best action.
“Our vision is to make every product continuously learn how to support itself,” said Gupta.

See Kahuna at TSW 2026
Attendees can see the technology at Booth 420 and join Judith Platz and John Ragsdale for:
When AI Meets Complex Support: Why Enterprise Troubleshooting Is AI’s Next Frontier
Tuesday, October 20 | 4:00–4:40 PM PT

About Kahuna Labs
Kahuna Labs develops AI for complex technical support, transforming troubleshooting experience into intelligence that helps Support Engineers determine what to do next as new evidence emerges.
www.kahunalabs.ai | info@kahunalabs.ai

Kelly Starek
Kahuna Labs, Inc.
kelly@kahunalabs.ai
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