IBM Infosphere Review: IBM Infosphere is an enterprise level software solution for those who can afford to spend hundreds of thousands of dollars on their data quality tools. Many Fortune 500 companies use their warehousing and data governance solutions, along with data profiling, standardization, and enrichment services. Their clients are able to see a nearly 300% increase in privacy compliance across the company. Long learning curve for those not familiar with these types of software tools. Pricing for IBM Infosphere can add up quickly depending on what licenses, add-ons are being purchased.