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AIGC Chapter 3 | "No Review, No Generation": Solving the Approval Bottleneck AIGC Creates

Lux 2024-08-30

Abstract:

MeDomino Content Hub uses LLM-assisted intelligent review to parse, check, trace, and approve content, helping reviewers verify evidence faster.

Bob at a pharmaceutical company is responsible for content production in his therapeutic area. To actively support his company's digital transformation, he has already started using MeDomino Content Hub AIGC to quickly create large volumes of personalized content.


We all know there is still one major gate between content production and publication: content review. With MeDomino Content Hub AIGC, production efficiency has gone up, but review pressure has risen along with it.

Reviewers need to check whether images, data, and copy in new content are accurate and fact-based. They also need to look for non-compliant prohibited terms and other risks.

In the past, there might have been only about 10 new pieces of content to review each month. Once large-scale personalized content production begins, the number can exceed 10 pieces in a single week. Even experienced reviewers may have no difficulty reviewing one piece, but the multiplied workload inevitably consumes far more time and energy.


"No review, no generation." To solve this issue, MeDomino Content Hub has launched intelligent review capabilities, using large language models to assist human reviewers and automate content parsing, checking, and review.

As we shared before, MeDomino Content Hub, as an enterprise-grade intelligent knowledge base, can centrally manage all existing enterprise content and enable precise content retrieval. This also lays a solid foundation for AI-powered review.

After new content is generated, you only need to upload it to MeDomino Content Hub and initiate AI pre-review. Based on the platform's strong content traceability capabilities, the system will automatically compare the content with existing knowledge base information and generate detailed evidence for review. The whole process is fully automated without manual intervention. Whether the content is reused, quoted, or rewritten, AI marks it and attaches the source content traced from the knowledge base, making it easier for reviewers to double-check and confirm.


It is also worth noting that MeDomino Content Hub can identify prohibited terms under advertising law and other rules. Combined with user-defined rules, reviewers can quickly locate non-compliant content modules and significantly improve content review efficiency.

For more information, visit the AIGC product page.

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