Setting the Stage for Affordable Automation State and local governments face structural constraints that make modernization especially challenging. Compared with federal agencies, they typically operate with smaller teams, shorter funding cycles and more volatile budgets. Much of their IT spending is tied up in maintaining existing systems, leaving limited room for large-scale transformation initiatives. Agencies also face workforce limitations as experienced staff retire, leaving junior teams to manage complex systems. Automation helps address these challenges by reducing manual workloads and capturing institutional knowledge in repeatable workflows. Because cost is a consideration, public sector IT teams may begin with automation as a tactical tool, using scripts to streamline tasks such as server patching or resource provisioning. In the long run, however, this approach rarely drives meaningful transformation. Greater impact and long-term ROI come from applying automation as an agencywide framework that connects processes into coordinated, end-to-end workflows. This shift toward orchestration allows systems to trigger actions across departments automatically, creating more efficient and resilient operations over time. The cost-effective way to do this is to align data and process standards and move toward shared platforms, where reusable scripts and playbooks can be developed and applied consistently across the organization. Three High-Impact Use Cases Effective automation acts as a force multiplier by capturing and scaling institutional knowledge. While there are many potential applications, three use cases consistently stand out at the state and local level for their ability to deliver measurable value quickly: Compliance as Code: Modernizing Grant Oversight Government agencies administering grant programs must meet strict reporting and compliance requirements. Tracking how funds are allocated, ensuring adherence to eligibility rules and preparing audit documentation can require significant manual effort across multiple systems. Automation can embed these requirements directly into workflows. Automated checks can validate spending categories, flag inconsistencies and capture audit