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 applied to a narrow, specialized slice of state and local procurement activity. Recent opportunities show the code tagged to solicitations spanning educational credentialing platforms, enterprise asset management consulting, AI-driven development services, contract lifecycle management, revenue cycle analytics, client management systems, election management platforms, and specialized medical record monitoring—a portfolio united less by a coherent "data mining" focus than by the presence of analytics, reporting, or machine-learning components embedded in broader business application suites. The actual buying pattern reflects state and local demand for integrated software solutions that support high-volume transactional operations, regulatory compliance, and decision-support dashboards, with data analytics and mining functions serving as supporting capabilities rather than standalone procurement targets. Issuing bodies include state agencies (Colorado Department of Education, Washington State Department of Health, Texas Parks and Wildlife Department, Oregon Department of Justice, Illinois Secretary of State), counties (Orange County Transportation Authority in California; Okaloosa, Marion, Collier, Harris, Walworth, Broward, and Pasco counties), cities (Tarpon Springs and Santa Monica, California; Tucson, Arizona; Newnan, Georgia), special districts (Santa Clara Valley Healthcare), transit authorities (Orange County Transportation Authority), and school districts (Atlanta Public Schools, Harlingen Consolidated ISD). Geographic concentration spans California, Texas, Georgia, Florida, Washington, Colorado, and Oregon, with activity distributed across both large metropolitan areas and smaller regional municipalities.

Representative recent opportunities include the Colorado Department of Education's RFI for an online educator credentialing and investigation system (RFIDAAA20270000031, due August 10, 2026) supporting credential issuance, license tracking, and background investigations with analytics and audit capabilities across four license types and 60-plus endorsements; the Orange County Transportation Authority's RFP for Enterprise Asset Management Phase 2 consulting services (RFP 250192, due June 23, 2026, $1.5 million firm-fixed-price, two-year term) expanding Hexagon EAM functionality with mobile execution, preventive maintenance scheduling, and integrated reporting; the Washington State Department of Health's RFQQ for Safe Drinking Water Information System migration (due July 23, 2026, $2.298707 million, six-year term) consolidating data from legacy Sentry platform across water system monitoring with comprehensive functional and non-functional requirements; the City of Tucson's RFP for AI-powered automated support agents (RFP 260, due July 13, 2026, Axia Cooperative Master Agreement, estimated $25 million nationwide annual volume) deployed across municipal service desk, water customer service, and departmental functions; and the Washington State Office of Superintendent of Public Instruction's RFP for a statewide Individualized Education Program platform (RFP 2026-20, due June 30, 2026, December 2026 start, three-year initial term with five-year extension options) serving 150,000 students across 300 local education agencies with bidirectional SIS integration, CEDARS reporting, and federal compliance monitoring. The code shows consistent activity across education, public health, emergency services, transportation, and municipal finance verticals, with evaluation weighting favoring technical requirements, functional completeness, and implementation experience over cost alone.