Firstlogic Data Quality IQ Suite vs IBM InfoSphere QualityStage

Firstlogic Data Quality IQ Suite is self-managed software for data-quality work on premises or in the cloud. Its lifecycle coverage includes U.S. and Canada file preparation, address cleansing, geocoding, data cleansing, and matching. The modular suite lets organizations buy selected capabilities rather than every module. Address IQ checks addresses against USPS CASS and Canada Post directories and supports geocoding and change-of-address processing. Match IQ handles fuzzy matching, deduplication, householding, and consolidation. APIs and SDKs are available for Java, C++,.NET, Python, and Go, with a self-managed REST API option. Pre-built connectors cover SAP CRM, ECC, and MDG, plus SAP Data Quality Management integration with Siebel CRM and UCM. Workflow IQ supports Windows and Linux, cloud deployment including AWS, Azure, and GCP, and air-gapped environments. Firstlogic says it does not process customer data and supports keeping data inside a private VPC. Pricing is on request; licensing is per server, CPU, or vCPU rather than per record, with an unlimited-record model. A limited-time trial or pilot may be available.

IBM InfoSphere QualityStage has no write-up on Specifiction yet; its figures are above.