How CLICKFORCE accelerates data-driven advertising with Amazon Bedrock Agents

CLICKFORCE is one of leaders in digital advertising services in Taiwan, specializing in data-driven advertising and conversion (D4A – Data for Advertising & Action). With a mission to deliver industry-leading, trend-aligned, and innovative marketing solutions, CLICKFORCE helps brands, agencies, and media partners make smarter advertising decisions.

However, as the advertising industry rapidly evolves, traditional analysis methods and generic AI outputs are no longer sufficient to provide actionable insights. To remain competitive, CLICKFORCE turned to AWS to build Lumos, a next-generation AI-driven marketing analysis solution powered by Amazon Bedrock, Amazon SageMaker AI, Amazon OpenSearch, and AWS Glue.

In this post, we demonstrate how CLICKFORCE used AWS services to build Lumos and transform advertising industry analysis from weeks-long manual work into an automated, one-hour process.

Digital advertising challenges

Before adopting Amazon Bedrock, CLICKFORCE faced several roadblocks in building actionable intelligence for digital advertising. Large language models (LLMs) tend to produce generic recommendations rather ...