Asking the experts is the logical approach to gaining knowledge for databases. Insights into consumer behavior and preferences can be surfaced not only from social media conversations but may also be found in an organization’s internal, private data. When building your data management system don’t overlook resources like online conversations within the engineering team, emails between client and customers, and engineering exchanges. Using latent semantic analysis methodology and statistical language modeling technology can reveal new solutions, information, and ideas.