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In this case study:
Industry: Public Sector
Products and Services:
Azure OpenAI Service
Azure Cosmos DB
Azure App Service
Location: USA
About the County
Serving a diverse and growing population, the County manages critical public services across court administration, planning, and public safety. As service demand increased, leadership faced a familiar public sector challenge: how to meet rising expectations for digital access without expanding staff or compromising compliance.
The Challenge: Administrative Volume Limiting Service Capacity
Within the County Clerk's office, routine inquiries consumed nearly half of staff time.
Residents frequently contacted the office with questions about filings, documentation requirements, court procedures, and timelines. While each request was manageable on its own, the cumulative volume created operational strain.
The impact was clear:
- Staff time diverted from higher-value responsibilities
- Slower response cycles during peak periods
- Limited capacity to focus on complex or sensitive cases
County leadership recognized that improving service access required rethinking how information was delivered, not simply adding more personnel.
The Approach: Modernizing Citizen Access with Secure AI
The County identified the Clerk’s office as a high-impact starting point for responsible AI adoption.
Working within a secure Azure environment, the County implemented a Clerk Chat Agent designed to provide accurate, 24/7 responses to common inquiries. The solution draws only from approved County documentation and operates within established governance and access controls.
The focus was not automation for its own sake. It was an operational improvement with accountability.
Key principles guided the deployment:
- Data security and compliance first
- Clear human oversight of outputs
- Transparent auditability
- A scalable architecture for future expansion
The Clerk Agent became the first step in a broader AI foundation built using Quisitive’s Airo™ AI Accelerator and supported through Managed AI Operations Services to ensure long-term governance and optimization.
The Impact: Measurable Efficiency Gains for County Clerk’s Office
At projected adoption levels, the Clerk Agent is expected to deliver:
800+ Hours Returned Annually
By reducing manual handling of routine inquiries
Faster Resident Access to Information
Through 24/7 digital self-service
Improved Consistency
By grounding responses in standardized documentation
The most meaningful outcome is capacity regained.
Staff can redirect time toward complex casework, in-person support, and operational priorities that require professional judgment. Service becomes more responsive without increasing administrative burden.
Building a Sustainable Model for Responsible AI
What began as a targeted service improvement has evolved into a scalable AI framework for the County. With a secure architecture in place and Managed AI Operations Services providing ongoing monitoring and governance, the County now has:
- A repeatable model for deploying additional AI agents
- Centralized oversight and performance tracking
- A structured roadmap for expanding AI responsibly
Planned use cases in planning coordination and document intelligence are expected to generate thousands of additional hours in annual efficiency gains, leveraging the same governed foundation.
A Practical Path Forward for Government
This initiative demonstrates that AI in government does not need to start with broad transformation. It can begin with a focused, high-volume workflow where impact is measurable, and governance is clear.
By modernizing Clerk services first, the County achieved tangible operational improvement while establishing the infrastructure needed to scale responsibly.
The result is not just a chatbot. It is a sustainable capability that strengthens service delivery, protects public data, and returns time to the work that matters most.
