Growing municipalities face a fundamental tension: resident expectations for fast, responsive service are rising, while staffing capacity cannot scale on demand. For the Town of Milton, Ontario, this tension became critical every winter. A single snowstorm could transform a quiet operations line into a surge of calls, with no scalable way to respond. 

In early 2026, The Town partnered with Spare AI to pilot an AI Voice agent across its operations line. The results, achieved within only a few weeks of go-live, demonstrate what is possible when intelligent voice technology is applied to a real public-sector challenge: dramatically higher answer rates, significant staff relief, and a transformed experience for residents. 
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 Extreme volatility in demand

The Town of Milton's operations line faces what can only be described as a 'predictably unpredictable' demand curve. For the majority of the year, call volumes are manageable. But during significant weather events (characterized by the Town as more than 20 cm of snowfall in a short period, ice storms, or heavy rain / flooding) volumes spike sharply and without warning. The operational reality, before AI, looked like this: 

“Town staff work hard to keep residents informed during these high-demand periods, but with limited resources and capacity, it can be difficult to keep up—especially on the phone lines.” - Tash Harriott, Director, Communications & Customer Experience, Town of Milton

What residents are calling about

Understanding call reasons was essential to designing an effective AI solution. During the significant weather event in January 2026, the AI agent captured and categorized every interaction, surfacing clear patterns in resident needs:

Spare AI Voice as an always-on workforce

The Spare AI voice agent was deployed across two lines. First, on Milton's standard operations line—covering snow removal and road salting—and 11 weeks later, a new after-hours service channel for operations calls was established. Unlike human staffing, the AI agent scales instantly. Whether call volume is five or 500, every resident is greeted immediately with no wait time—talk about customer experience!

The agent delivers four core capabilities:

Supporting riders through extreme weather conditions

Over a seven-day period, the January 2026 significant weather event served as the first major test of the Spare AI Voice deployment. The outcomes were compelling, representing a step-change in how Milton delivers resident support during periods of peak demand.

From crisis management to organized response 

Beyond the headline numbers, the AI intelligence layer enabled a qualitative shift in how Milton's team operated during the event. Staff were no longer spending every minute on the phone. Instead, they could review AI-generated summaries, identify servicing trends, and focus their time and energy on the cases that truly required human judgment. 

"Success felt quieter, in the best way. The phone lines were no longer overwhelming Operations staff. AI-generated summaries and trend insights helped us spot and respond to issues quickly and consistently. Service levels stayed steady in our Operations division, and the team was not stretched beyond capacity."
 - Tash Harriott, Director, Communications & Customer Experience, Town of Milton

Transformation at a glance

During the significant weather event, the contrast was stark: before Spare AI Voice, high call volumes overwhelmed staff, resulting in long wait times, repeated callbacks, and residents unable to get answers when they needed them. After implementing AI Voice, over 90% of calls were resolved immediately with zero wait time, providing consistent, real-time information while enabling staff to focus on complex, high-priority issues. 

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Implementation lessons

Milton's rollout offers practical guidance for other agencies considering AI Voice: 

Looking ahead

For the Town of Milton, the January 2026 significant weather event was not just a test. It was a demonstration of what is possible. The town can now enter each season with a dependable, scalable support system that can match resident demand no matter how unpredictable the weather becomes. 

This winter also demonstrated how AI-driven tools can evolve through real-world use, helping agencies and municipalities, like the Town of Milton, uncover actionable insights and better navigate periods of high demand and unpredictability.

"The pilot has given us new insights into how we can support winter operations and customer service. During high-demand periods, it helped us provide residents with timely, consistent information—even when conditions were changing quickly.” 
- Tash Harriott, Director, Communications & Customer Experience, Town of Milton 

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If you’re curious how the Spare AI Voice fits into your workflows, we’d be happy to walk through it with you.