UNSPSC 43232307: Data mining software

Software to access and algorithmically extract information from a data source

UNSPSC 43232307 Data mining software is a Commodity code. State and local governments are currently procuring this code not as standalone data mining tools but as integrated components within broader software platforms—accessibility remediation systems, student assessment platforms, utility billing systems, procurement automation suites, and financial management dashboards. The issuing bodies are predominantly large school districts and county governments in Florida, with Hillsborough County Public Schools emerging as a repeat buyer across multiple assessment and data-management solicitations. The code encompasses platforms that ingest, process, analyze, and visualize institutional data to support operational decision-making, compliance reporting, and program management. Representative recent opportunities include Hillsborough County Public Schools' RFI for a Comprehensive Assessment Platform (January 26, 2026 response date, supporting 3,154 annual tests across 242 school sites) and RFI for textbook management software with inventory tracking and reporting (January 26, 2026) through its VendorLink portal; Valencia College's RFI for accessibility remediation solutions with AI-driven analytics (September 3, 2025); and the City of Augusta's RFP for a utilities billing Customer Information System with data integration and reporting (August 26, 2026). These solicitations signal demand for platforms that capture, organize, and extract actionable intelligence from transactional and operational data rather than exploratory or research-grade data mining in the traditional sense.

The geographic spread centers on Florida and the Southeast, with secondary activity in California, Colorado, and Georgia. Florida school districts and county agencies account for the majority of recent postings, particularly Hillsborough County Public Schools, which has issued multiple RFIs for platforms incorporating data analytics, assessment tracking, inventory management, and reporting dashboards. The solicitation mix reflects state and local governments' shift toward cloud-hosted SaaS and on-premises solutions that consolidate disparate data sources—student information systems, billing platforms, asset inventories, and compliance records—into unified dashboards and reporting engines. Vendors pursuing this code should target education (K–12 and higher education), utilities, emergency services, and county administrative departments where data consolidation, regulatory compliance reporting, and operational analytics drive procurement decisions. Integration requirements typically include connections to existing student information systems (FOCUS), learning management systems (Canvas), and identity management platforms (ClassLink, Azure AD), and compliance mandates span FERPA, COPPA, SOC 2 Type II, and accessibility standards (WCAG 2.1 AA). Contract values are not uniformly disclosed but appear to range from $200,000 to over $1 million for multi-year implementations; many solicitations remain open or are structured as RFIs informing future competitive RFPs.