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What risk and resilience platforms need next: Unified hazard intelligence

November 10, 2025
2 min read
Unified hazard intelligence
Ambee Author
Product Marketing
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As you read this, Ambee's air quality and pollen data are helping patients suffering from chronic respiratory disease, lung cancer, and mental health conditions via juli.

Digital health company juli integrated Ambee’s hyperlocal data to predict triggers, personalize health insights, and offer scientifically backed recommendations.

The results have been remarkable: app engagement reached 2.2 times per week, and retention rates rose to 26%, seven times higher than the industry average of 3.7%.

Natural disasters hit businesses twice.

First, people are affected as teams are displaced, and safety takes priority over everything else.

Then operations begin to unravel. A wildfire that burns through forests can halt an entire production line. A flood that drowns streets can sever supply routes.

Each delay sends ripples across insurers, logistics providers, city planners, and public networks. A live example of this was the January 2025 Southern California wildfires.

Was there truly no way to know that a fire was about to destroy entire towns?

There was data, but it was scattered across countless sources, impossible to track meaningfully.

Economic damages from natural disasters as a share of GDP
Source: ourworldindata.org

Risk management vendors have retraced their steps and uncovered one truth: single-hazard intelligence might forecast a fire, but it cannot predict the flood that follows.

Climate change is bringing unpredictable shifts, and the worst part is that it is happening too quickly for us to study the pattern in time.

While industries work to save lives and reduce economic loss, Ambee is designing visibility.

Our Natural Disaster datasets monitor floods, wildfires, and storms as they happen, so uncertainty can give way to understanding. For risk platforms, what matters most is not knowing that something has happened, but knowing soon enough to make a difference.

Who pays the cost of fragmented data? 

We do. 

gatling.io
Source: gatling.io

Nature is interconnected. The simplest example would be the water cycle. How ocean water turns into rainwater and keeps the world going. 

Climate change is the same. Wildfires lead to floods, storms trigger landslides, and prolonged heatwaves ignite new fires.

Together, these global disasters have already cost over $131 billion in just half a year.

So, where exactly is data failing?

One system monitors fires, another tracks rainfall, and yet another observes air quality. None of them exchange information fast enough to generate early warnings for operations teams, insurers, or emergency responders.

This is how fragmented data erodes trust in dashboards. These systems exist in isolation, and that lack of communication is the price the world continues to pay.

Why is there a need for systematic change?

The number of natural disasters continues to rise every year.

Number of natural disaster events
Source: ourworldindata.org

Here’s what that means for businesses today:

  • Products are made, stored, and shipped across many different regions. When a storm, flood, or heatwave hits one location, it can slow down or completely stop deliveries everywhere else.
  • Employees are no longer working in one place. Teams are spread across cities and countries, so extreme weather can disrupt communication and make it harder to keep everyone safe.
  • Companies are expected to act responsibly. They must protect both people and the environment, and they need solid data to show that they are doing it.

According to the United Nations Office for Disaster Risk Reduction (UNDRR), fewer than half of the world’s countries have proper systems that warn about multiple types of disasters. Yet these same countries face nearly 60% of all global disaster-related losses.

So when a single event like a cyclone, drought, or wildfire strikes, it makes all hell break loose.

When resilience platforms rely on single-hazard systems, dangerous blind spots emerge. These gaps can set off chain reactions that cause downtime, financial losses, and systemic failure.

The good news is that this can be fixed with the right analytical setup.

How integrated hazard data solves things

How integrated hazard data solves things
Source: researchgate.net

To understand how data makes a difference, we first need to look at what businesses expect from risk management solution vendors.

  • They want to know when and where a disaster might happen before it actually does, whether it is a flood, wildfire, cyclone, drought, or earthquake.
  • Alerts to reach the right people automatically so teams can act fast and avoid delays.
  • Information that pinpoints what is happening at each location, not just a general view of what is going on in the world.
  • One reliable source that connects all kinds of hazard data in real time, helping them stay safe, compliant, and financially protected.

At this stage, having Ambee’s Natural Disaster APIs means you have access to one unified data layer that brings together insights from more than ten natural hazard types. These include wildfires, floods, cyclones, droughts, volcanic activity, earthquakes, and large-scale health-related events such as influenza-like illness (ILI).

A single, real-time API removes the confusion and delays that come with using multiple data sources. It gives everyone the same, clear view of what is happening across hazards, locations, and timeframes.

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Why risk and resilience platforms should adopt multi-hazard intelligence from one source

Unplanned downtime averages $9,000 per minute, according to recent studies.

But what does this sentence even means?

When disasters hit, they disrupt daily life.

A wildfire can close a factory that makes your medicine. A flood can block the road your delivery truck uses. A storm can knock out the data center that holds your photos and your bank records.

Now, here's where most companies lose out when they fail to establish a single source for tracking:

  • One connected picture shows how events link together. A drought can raise fire risk. A fire can set up flood risk by stripping hillsides. Seeing the chain helps people act before trouble grows.
  • One set of facts reduces confusion. Operations, finance, safety, and city partners can all read the same map and make decisions faster.
  • One pipeline is quicker to run. Less time stitching data together means more time moving crews, supplies, and aid to the right place.
  • One record is easier to prove. It helps with compliance, reporting, and insurance questions when people ask what you knew and when you knew it.

Adopting a multi-risk intelligence approach changes from a data aggregator into a true decision engine.

Instead of tracking floods, fires, or heatwaves in isolation, you see everything as one connected story. That unified view helps your users spot patterns early, act faster, and stay one step ahead of disruption.

Instead of tracking floods, fires, or heatwaves in isolation, you see everything as one connected story. That unified view helps your users spot patterns early, act faster, and stay one step ahead of disruption.

This is the foundation of our mindset at Ambee. With Ambee in the stack, a risk and resilience platform can show live and predictive layers on a map, send automatic alerts for specific sites and routes, and simulate what happens if two or three events stack up.

The overall benefits of unified hazard intelligence

Benefits of unified hazard intelligence

The results speak for themselves: Companies that use multi-hazard intelligence report a 30–50% reduction in asset downtime due to better preparation and up to 25% lower operational losses during hazard seasons. 

Many have avoided multi-million-dollar claims through early interventions, improved workforce safety, and significantly reduced incident rates. 

Also Read: Ambee natural disasters API documentation

The missed opportunity you can fix with Ambee

Integrating Ambee’s Natural Disaster Data API is simple, scalable, and designed to fit effortlessly into any existing workflow or dashboard.

Once implemented, it allows your platform to visualize and anticipate multi-hazard layers, helping you see what’s coming before it strikes.

Sure, all this technology makes your risk management platform reliable and trusted. But what truly makes it stand out is something deeper: genuine care.

With Ambee’s data, your organization can safeguard lives and livelihoods while building a more resilient business ecosystem that adapts to change in real time. 

You shift from reacting to what happens to anticipating it. That is what builds lasting trust, resilience, and a company that continues to grow for decades to come.

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