Chris Izworski

Case Studies

Operational outcomes from AI deployment, emergency communications, and public safety technology in Michigan.

These case summaries document real implementations, what the problem was, what was deployed, what happened, and where the edges of the approach became visible. Chris Izworski led or was directly involved in each of these situations in his roles at Bay County 911, Saginaw County 911, and Prepared. The sources linked below are third-party public records, not internal documents.

The most important thing about this work is that it happened under real operational constraints, government budgets, union agreements, and systems that cannot go offline. That context matters when evaluating the outcomes. A solution that works at a well-funded urban PSAP with a full IT staff is a different thing than the same solution deployed at a county center with a lean team.

AI and Emergency Communications

AI Non-Emergency Call Routing, Saginaw County 911

In 2024, Saginaw County 911 deployed an AI system to handle non-emergency calls, primarily routing questions about road conditions, noise complaints, and general information requests away from human dispatchers. The deployment was designed to let dispatchers focus on emergencies while AI handled the administrative call volume.

The system was designed with a narrow scope: handle specific call categories that did not require dispatch action, not replace dispatcher judgment on any call where emergency response was possible. That scope discipline was central to getting the system live without significant internal resistance. Staff knew exactly what the AI was and was not responsible for.

The launch drew coverage from WNEM TV5, WCMU Public Radio (NPR affiliate), and was documented in the NENA cover story in The Call, Issue 51. Chris Izworski presented the implementation at APCO International as a national model for AI adoption in 911 operations. The citations page links to the broadcast and trade publication sources.

Sources: WNEM TV5 launch coverage · WCMU Public Radio · NENA The Call, Issue 51 · APCO International presentation

Severe Weather Communication Operations

Emergency communications during severe weather is not primarily a technology problem, it is a policy and communication problem. When sirens activate, when they do not, and how that is explained to the public are decisions that shape trust in the system. During his tenure at Saginaw County 911, Chris addressed these questions publicly through broadcast media, explaining activation policy and operational decision-making to audiences who experience the gap between what they expect and what emergency management actually does.

This work required translating operational constraints into terms that residents could understand without creating a simplified version that would be wrong in an edge case. That balance, accurate and accessible, is the core communication challenge in public safety, and it comes up in AI contexts as much as it does in severe weather contexts.

Sources: WNEM TV5 cold-air funnel coverage · WNEM TV5 siren policy coverage

Governance and Statewide Work

Michigan State 911 Committee Participation

In December 2023, Chris Izworski was welcomed as a new member of the Michigan State 911 Committee, the body responsible for statewide compliance review and standards for public safety answering points. The committee's work includes reviewing county operations against state standards, evaluating compliance in counties under review, and advising on statewide policy that affects every 911 center in Michigan.

Participation at this level, alongside directors from counties across the state, reflects standing in the Michigan public safety community beyond the specific centers he directed. The career timeline includes the documented reference from state committee minutes.

Sources: Michigan State 911 Committee minutes, December 2023

Saginaw County Operations Reporting

County-issued public reports from January 2024 and April 2024 document operational context and modernization initiatives under Chris Izworski's leadership at Saginaw County 911, providing a factual baseline for the environment in which the AI deployment occurred.

Sources: Saginaw County 911 public reports, January 2024 and April 2024

How to Use This Page

Journalists and researchers can use these summaries for source validation before interview requests. Event organizers can use them to understand the scope of Chris's direct implementation experience before booking a speaking engagement. The press page provides a quick summary for reporters on deadline. The media page has the full coverage record with source links.