UNSPSC 43232314: Business intelligence and data analysis software

A type of application software designed to assist with business intelligence BI. Specifically, it is about tools assisting in the analysis and data presentation.

UNSPSC 43232314 Business Intelligence and Data Analysis Software, a Commodity code, encompasses the full range of software platforms, tools, and services that state and local governments procure to extract, process, analyze, and visualize data for operational decision-making, compliance monitoring, and strategic planning. Recent state and local opportunities under this code show active solicitation across K-12 school districts, higher education institutions, county health systems, utilities, transit authorities, and state departments. State and local buyers are acquiring assessment platforms with integrated analytics (Hillsborough County Public Schools seeking a comprehensive assessment platform with FAST and EOC alignment; Seminole County seeking multilingual attendance tracking and MTSS intervention analytics); service management and customer engagement analytics (Valencia College seeking ITSM and CSM platforms with AI chatbot integration; Orlando Utilities Commission requesting ITSM platforms with 10 core modules); data integration and business process management systems (Florida Department of Revenue seeking SAP S/4HANA process intelligence; Texas Education Agency procuring OneSystem for consolidated grant management and performance monitoring); and specialized analytics for revenue cycle, compliance monitoring, and accessibility remediation (Santa Clara Valley Healthcare seeking AI-driven medical coding and denial management; CommUnityCare seeking EHR privacy monitoring with machine-learning anomaly detection; Valencia College seeking accessibility remediation with real-time insights and WCAG compliance reporting).

Issuing bodies span state departments (Texas Education Agency, Florida Department of Revenue, Florida Department of Transportation), county-operated school districts (Hillsborough County Public Schools, Seminole County Schools, Northside Independent School District), municipal utilities (Orlando Utilities Commission, City of Augusta), county health systems (Santa Clara Valley Healthcare, CommUnityCare), higher education (Valencia College), and special-purpose agencies (California Interagency Council on Homelessness, Greater Orlando Aviation Authority). Recent opportunities cluster heavily in Florida and Texas, with secondary activity in California, Georgia, Colorado, and Utah. Representative solicitations include Hillsborough County Public Schools' RFP for comprehensive assessment platform (RFP 26112RFPEST, proposals due April 10, 2026, emphasizing migration of four years of historical data and weekly status reporting); Orlando Utilities Commission's RFP for ITSM platforms addressing 562 functional requirements (PR8655, proposals due January 15, 2026, targeting Q3 2026 award); Seminole County's RFI for student support and assessment delivery (RFI 25260091IJW, proposals due April 9, 2026, seeking early warning indicators and Multi-Tiered Systems of Support); and Texas Education Agency's RFO for OneSystem (70126021, responses due August 21, 2026, consolidating grant management and performance tracking across hundreds of organizations). Set-asides appear in select opportunities: Hillsborough County established a 20 percent Small Business Encouragement Program participation goal for assessment platform procurement; California Interagency Council requires 3 percent DVBE participation for HDIS maintenance; Covered California applies 5 percent small business and DVBE scoring preferences for information security services. Most opportunities run 18–36 months post-award with implementation timelines of 60–180 days following contract execution, reflecting the complexity of enterprise data systems and the importance of data migration, training, and change management to state and local procurement offices.