How To Prepare Your Content for an LLM

Produce Better Content with LLM Guardrails

If you’re deploying an LLM, you need to get your input content into shape. 

So how do you ground your LLM to capture your unique enterprise style, tone, terminology, and brand guidelines? By tuning your LLM using only your best writing — that’s your clearest, most consistent, and totally compliant content.

AI guardrails for enterprise content

Quality, accuracy, and compliance are paramount if you want to set your LLM up for success. But deciding on the best content to use is easier said than done when the average enterprise writes billions of words. 

That’s where Acrolinx comes in, we’ll show you:

• What content qualities you need to prioritize when selecting your input content
• How content governance plays an essential role
• How Acrolinx can help you at every stage of implementing and using your LLM

It’s time to deploy an LLM that’s actually useful and impactful for your enterprise!

The content checklist at a glance

Correctness

If your LLM ingests incorrect words and sentences, errors find their way into your output content. By misleading your LLM, you’re left with incorrect content, slower review cycles, and the risk of non-compliant content being published.

Clarity

Clear content is essential for human understanding and for machine learning. Clarity translates to content characteristics like easy to understand sentences and unambiguous phrases — all of which makes it more likely for your LLM to process your input content the best way possible.

Consistency

Content consistency is what drives a unified brand experience across different departments and channels. Making sure your input content is consistent will save time when it comes to editing AI-generated content — as it will be more aligned with your standards from the first draft.

Tone of voice

Want to sound boring and robotic? Everyone’s AIgenerated content will have the same vanilla tone unless you train your LLM on content that uses your brand tone of voice well.

To see the checklist in its entirety, download the guide!

How content governance sets AI guardrails

By using content governance to improve your LLM-generated content you set guardrails for AI by establishing rules and guidelines for the creation, management, and distribution of content. These guardrails help ensure that AI systems produce content that’s aligned to your enterprise writing standards.

Read our checklist to get started!