The Hidden Cost of Building: Lessons from Aquant

This blog post, “The Hidden Cost of Building: Lessons from Aquant,” discusses the challenges and hidden costs associated with building and maintaining in-house AI infrastructure, particularly vector databases. It highlights how what initially seems like a cost-effective solution can become a liability as systems scale, leading to increased complexity, knowledge loss, and delayed product features. The article uses Aquant’s experience as a case study, where they ultimately chose to partner with Pinecone for their vector database needs, allowing them to focus on their core business innovation.