Business Intelligence and Data Analytic Solutions

Business Intelligence and Data Analytic Solutions will assist Members in collecting, integrating, managing, transforming, analyzing, and visualizing data to support informed decision-making, measure performance, identify trends, and address operational and strategic needs.
- Business/Use Areas may include, but are not limited to:
• Education and Student Analytics
• Finance, Budget & Operational Analytics
• Facilities Management and Asset Analytics
• Energy, Utilities and Sustainability Analytics
• Demographic, Community and Economic Analytics
• Geographic, Boundary and Location Analytics
• Public Health and Human Services Analytics
• Public Safety and Emergency Services Analytics
• Transportation and Mobility Analytics
• Public Services and Citizen/Community Engagement Analytics
• Workforce and Human Resources Analytics
• Program and Service Performance Analytics
• Other Public-Sector Business Analytics
- Capabilities may include, but are not limited to:
• Reporting and Visualization - Dashboards, scorecards, key performance indicators (KPIs), performance measures, ad-hoc reporting and queries, interactive visualization, self-service analytics, natural language querying, public-facing dashboards, continuously refreshed dashboards, mobile reporting, automated reporting and file generation
• Data Analytics and Modeling - Descriptive, diagnostic, predictive, prescriptive analytics, forecasting, statistical analysis, data mining, what-if and scenario modeling, anomaly and trend detection, realtime or near-real-time analytics
• Data Management and Storage – Data warehouses, data lakes/lakehouses, data modeling, data administration, structured and unstructured data management
• Data Integration and Interoperability – ETL/ELT, APIs, connectors, data synchronization, cleansing and transformation, integration of multiple data sources, interoperability with Member applications, databases, enterprise systems and other technology environments
• Data Quality and Governance – Data validation and quality management, metadata, data catalogs, lineage, master/reference data, governance and standards
• Workflow and Automation – Automated processes, alerts, triggers, scheduled activities, threshold monitoring, exception notifications
• Geographic and Spatial Analytics – Mapping, GIS integration, location-based analysis, demographic and geographic visualization
• Data Sharing and Collaboration – Open-data portals, controlled data sharing, public reporting, exports, collaboration, embedded analytics
• Deployment – Cloud/SaaS, hosted, on-premises, hybrid 1GPA 27-12P Business Intelligence and Data Analytic Solutions Page 6 of 36
• Security and Access Management – Role-based access, row/column-level security, audit logging, authentication, monitoring and other data security controls
• Data Privacy and Lifecycle – Data ownership, retention, portability, archival, deletion and return/export of Member data