AI Automation Glossary

Generative AI

AI that creates — text, code, images — but needs governance for enterprise use.

Artificial intelligence that generates new content — text, code, images, audio — by learning patterns from large training datasets. In enterprise automation, generative AI provides language understanding but requires deterministic guardrails to be safe.

How it works in enterprise automation

Generative AI transformed how people interact with technology — enabling anyone to draft documents, write code, or answer questions in natural language. For enterprise automation, the power is real but so are the risks: LLMs hallucinate, they may produce different outputs for identical inputs, and they lack the auditability that regulated industries require. The critical distinction is between using generative AI as a tool within a governed system versus using it as the autonomous decision-maker. Kognitos uses LLMs for what they excel at — understanding natural language intent — but delegates all execution to a deterministic symbolic engine. This gives enterprises the accessibility of generative AI with the reliability of traditional rule-based systems, combining both worlds in a single neurosymbolic architecture.

Related terms

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See Generative AI in action

Kognitos uses generative ai to power zero-hallucination enterprise automation — described in plain English, executed with deterministic precision.

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