> ## Documentation Index
> Fetch the complete documentation index at: https://aletyx.ai/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# What AI concepts do enterprises need to understand?

> Key AI concepts for enterprise leaders: Symbolic AI, Machine Learning, Generative AI, LLMs, and Agentic AI - and how to pair innovation with governance.

To make sound architectural choices, enterprise leaders need a working grasp of
the main AI approaches — **Symbolic AI, Machine Learning, Generative AI, Large
Language Models, and Agentic AI** — and how they differ. AI is no longer
optional, but the decisions you make today determine whether AI initiatives
create lasting value or introduce new risk. The key is pairing innovation with
governance, explainability, and reliability rather than adopting technology for
its own sake.

[Read the full post →](https://aletyx.ai/essential-concepts-for-enterprise-ai-trends/)

## Where to go next

<CardGroup cols={2}>
  <Card title="Beyond LLMs" icon="scale-balanced" href="/docs/faq/concepts/beyond-llms">
    Why symbolic and statistical AI work better together than apart.
  </Card>

  <Card title="Hybrid Intelligence" icon="scale-balanced" href="/docs/faq/concepts/hybrid-intelligence">
    Adopting AI without losing compliance and predictability.
  </Card>

  <Card title="Accountable AI" icon="shield" href="/docs/faq/concepts/accountable-ai">
    What accountability means for enterprise AI decisions.
  </Card>

  <Card title="Decisions + GenAI" icon="robot" href="/docs/decisions-genai">
    Pairing generative AI with governed, rule-based decisions.
  </Card>

  <Card title="AI Safety" icon="shield" href="/docs/faq/products-features/ai-safety">
    How Aletyx keeps AI safe in regulated decisions.
  </Card>

  <Card title="Core Concepts" icon="book-open" href="/docs/core-concepts">
    The foundational concepts behind the Aletyx platform.
  </Card>
</CardGroup>