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Application service provider featuring application programming interface (API) software for mapping, matching, appending, or enriching incomplete or fragmented personal identity data; Application service provider featuring application programming interface (API) software for mapping, matching, identifying, or resolving personal information using incomplete or fragmented personal identity data; Application service provider featuring application programming interface (API) software for fraud and identity theft detection and prevention services for others; Application service provider featuring application programming interface (API) software for use in ingesting, obfuscating, encrypting, storing, or retrieving personal identity data; Software as a service (SAAS) services featuring software for mapping, matching, appending, or enriching incomplete or fragmented personal identity data; Software as a service (SAAS) services featuring software for mapping, matching, identifying, or resolving personal information using incomplete or fragmented personal identity data; Software as a service (SAAS) services featuring software for fraud and identity theft detection and prevention services for others; Software as a service (SAAS) services featuring software for ingesting, obfuscating, encrypting, storing, or retrieving personal identity data