Cities can't predict every emergency, but they can be better prepared to respond

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COMMENTARY | With sensors, video, drones and more, leaders have lots of data at their fingertips. Putting it to good use is just as important as collecting it.
Structural damage in a building forces the evacuation of several city blocks. A championship parade brings hundreds of thousands of people downtown, demanding road closures and traffic rerouting. A suspicious package prompts law enforcement to establish a security perimeter with little warning.
While these incidents look very different, they all require public safety agencies to balance two priorities at once: responding quickly to the emergency while keeping the rest of the city running.
Doing both at the same time isn't easy. Staffing shortages and budget constraints mean agencies can’t merely assign an officer to every intersection or flood every incident with personnel. At the same time, communities expect emergency responses to be more coordinated and transparent than ever.
Becoming more agile doesn't necessarily require more people. It requires better information and the ability to turn that information into operational decisions. Large scale incidents unfold across multiple city blocks or even an entire downtown district, making it impractical to station personnel everywhere while continuing to serve the rest of the city.
That's where connected technologies are changing emergency response. Instead of relying solely on boots on the ground to understand what's happening, agencies can use mobile cameras, drones, connected sensors, and video analytics to quickly establish situational awareness, identify developing issues and deploy personnel where they'll have the greatest impact.
Agility Begins Before an Emergency
The most effective emergency response starts long before the first call comes in.
For predictable events, such as major sporting events or planned demonstrations, agencies have an opportunity to prepare. That doesn't mean creating a rigid playbook for every possible scenario. It means understanding the community, identifying key stakeholders and establishing operational plans that can adapt as conditions change.
Questions like where to establish a command post or reroute traffic shouldn't be answered in the middle of a crisis. They should already be a part of the planning process. Transportation departments, public works, emergency management, law enforcement and other stakeholders all play a role in identifying key locations, alternative routes and other considerations before an incident occurs.
But even the best plans rarely unfold exactly as expected. Crowds shift, weather changes and new hazards can emerge with little warning. The value of planning isn’t in creating a playbook that covers every eventuality, but in building a flexible foundation that enables agencies to adapt quickly as conditions change.
Better Information Leads to Better Decisions
Once agencies have a plan in place, technology can help them adapt as conditions change. When personnel can't realistically monitor every street corner or perimeter, connected camera networks, deployable camera systems, drones, traffic cameras, social media monitoring and other sensors provide visibility across a much larger area without requiring additional staffing.
Instead of relying on assumptions, incident managers can see where crowds are gathering, identify traffic bottlenecks before they become major issues, monitor evacuation routes, and determine where additional resources are needed. Drones further extend that visibility by providing an aerial view of evolving situations before personnel arrive on scene, helping incident commanders identify where resources are needed most.
AI-based video analytics also help identify anomalies in activity, track changing conditions and surface critical information more quickly. Instead of asking personnel to monitor dozens of video feeds simultaneously, AI can prioritize attention where it's needed most, helping responders make decisions faster.
Technology can surface critical information more quickly, but experienced public safety leaders are still responsible for evaluating the situation and determining the appropriate response. As with any decision support tool, data should inform decisions – not make them.
Turning Information Into Operational Awareness
Collecting information is the first step. The bigger challenge is putting that information into context.
Video analytics, sensor metadata and historical incident data become much more useful when they're integrated with geographic information systems and operational dashboards. Viewing information spatially allows decision-makers to understand not just what's going on, but where and how it affects surrounding infrastructure, traffic flow, emergency access routes and resource deployment.
Consider a major downtown event where analytics indicate pedestrian congestion building at one intersection while traffic cameras show vehicles backing up along a planned emergency access route. Individually, those are two pieces of information. Viewed together within a shared operational picture, incident managers can see how one condition may affect the other and adjust traffic control, pedestrian routing or staffing before either becomes critical.
This broader operational picture helps agencies move through the decision-making process more efficiently. The result is a clearer operational picture, allowing agencies to respond more effectively as conditions evolve. It’s a significant improvement over older analog operations, which provided a more limited perspective.
Equally important, this information shouldn't exist in isolated systems. Public safety agencies, emergency management teams, and transportation departments all benefit when data is shared across platforms to support a common goal.
Every Incident Should Make the Next Response Stronger
Emergency response doesn't end when roads reopen or the perimeter comes down. Every incident is an opportunity to evaluate what worked, identify gaps and improve operations. Historical crowd patterns, traffic data, evacuation timelines and resource deployment all become valuable inputs for planning the next major event.
This ongoing cycle of planning, operating, measuring and refining is what ultimately builds more resilient communities. Agencies shouldn't have to start from scratch each time. Instead, each response strengthens future decisions.
As cities continue to face increasingly complex public safety challenges — from planned events to unexpected emergencies — the ability to adapt quickly will become just as important as the resources available for response.
Technology alone won't make communities more resilient. It takes planning, coordination, and informed decision-making. But when agencies connect the data they already have and use it to guide operational decisions, they can respond more effectively while maintaining the essential services their communities rely on.
Unexpected events will always happen, and the communities prepared to navigate them won't necessarily be those with the largest budgets or the most personnel. They'll be the ones who built the operational awareness to adapt when conditions change and return to normal as quickly as possible.
Dean Cunningham is segment development manager for public safety at Axis Communications.




