Turn response data into decisions that save lives.

Supporting fire departments with data-driven decision-making for two decades.

Darkhorse Response deployment map with station locations and drive time metrics
Darkhorse Risk community risk map with consequence and probability layers
“The insights Darkhorse generated were clear and compelling.”
Karen Fry · Fire Chief, Vancouver Fire & Rescue Services

Used daily by fire departments across the United States and Canada

THE CHALLENGE

In 2026, fire departments face unprecedented challenges.

We've identified four pressures that chiefs we speak to are experiencing. Explore how our work addresses each challenge below.

Demand

More people. More calls. More strain.

America’s cities added over 3 million people last year, and every one of them can dial 911. That population is also aging, which drives falls, lift assists and low-acuity medical calls. Call volumes are exploding, leaving departments stretched and scrambling.

→

Accurately predict where demand is next, before it overwhelms you.

Funding

Budgets that don’t budge.

While emergencies surge, more than 33 million calls a year, funding stagnates. Departments are asked to grow with shrinking resources: aging fleets, unfilled shifts, deferred lifelines.

→

Tie every dollar to measurable, life-saving impact.

Data

Data that clouds, not clarifies.

Every million-dollar decision, where to build, staff, or move, rests on data that’s inconsistent, fragmented, or buried in legacy systems. That’s not intelligence. It’s risk.

→

Turn messy data into confident decisions.

Performance

Delayed crews. Longer waits.

Overlapping calls. Understaffed stations. It’s taking longer to get help where it’s needed. For many communities, that’s more than a metric. It’s a life on the line.

→

Smarter models. Faster responses. Better outcomes.

What We Answer

We help answer complex questions.

At the foundation of each answer is our three-step mantra: Diagnose, prescribe, monitor.

That method is how we get from a question to an answer you can defend in front of a council.

Response and Risk were built to answer these.

chief >Where is the best location for a new fire station?
chief >Where is the best location for a new fire station?

The Darkhorse Difference

Built by people who sweat the details.

0+ hours
0+ hours

Dedicated analyst teams

On average, we invest 150+ hours wrangling, cleaning, and validating data for every new client. Each department is assigned a trained, specialized client success data analyst.

Three Darkhorse analysts in front of a Darkhorse Response performance dashboard

Decades of design expertise

Decades of design expertise

Responsive, modern, intuitive design

Your response and risk strategies no longer rely on spreadsheets, 100 page reports, and binders on a dusty shelf. Decades of UX and data design expertise, distilled into presentation-ready visuals.

The Darkhorse Risk interface showing a community risk hex map with its scoring panels

An extension of your team

An extension of your team

We pride ourselves in exceptional customer service

Every department we partner with is assigned a dedicated analyst who learns your needs, your goals, and the problems you’re trying to solve. Then we work through the solutions with you.

Two master plan deliverable slides: a new station placement recommendation and a ladder truck coverage finding

Interactive community

Interactive community

A private community for clients

Every Darkhorse client gets access to Circle, a private community to share tips, ask questions, give feedback, and talk directly with our team.

The Darkhorse Forge, our private client community

20+ years

20+ years

Deep fire service expertise

Two decades of solving the problems that are specific to the fire service, alongside experienced fire professionals on our own team.

The Darkhorse Emergency team in front of a community risk map

Testimonials

See what fire departments across the United States and Canada have to say.

“For our last accreditation cycle, I inherited risk tables with numbers I didn’t understand or trust. Darkhorse’s three-axis analysis finally gives us a transparent, repeatable method where the process is written down, we can test it, and we can adjust it over time.”
Jason Thomas
Assistant Fire Marshal, Columbia Fire Department
Read full testimonial →
“During my career I have onboarded numerous platforms, interfaces, and software, with varied results. Our experience with Darkhorse stands out as responsive and adaptable; their team is cohesive, collaborative and a pleasure to work with. As a client, I do NOT feel their product is one size fits all”
Bret Black
Fire Chief, East Jefferson Fire Rescue
Read full testimonial →
“The insights Darkhorse generated were clear and compelling. It resulted in 100 much needed new firefighters for our community.”
Karen Fry
Fire Chief (Ret.), Vancouver Fire & Rescue Services
Read full testimonial →
“It is rare that I outright endorse a product, but frankly, Darkhorse has earned my 5-star rating. I’ve never met a Darkhorse customer who regretted adding them to the team.”
Jeff Johnson
WFCA Executive Director, Fire Chief (Ret.)
Read full testimonial →
“From day one, Darkhorse has empowered us with actionable insights that go far beyond routine data collection and reporting. Their comprehensive analytics have allowed us to dig into the ‘why’ behind our response and deployment metrics, equipping us to evaluate our systems and processes with a level of clarity we never thought possible.”
Carly Shears
CRR Division Manager, Meridian Fire Department
Read full testimonial →
“There are not many decisions I’ve made in my career where I haven’t had a little bit of doubt, but bringing on Darkhorse has been an absolute slam dunk. You are absolute pros at what you do.”
Jeff Sorenson
Deputy Chief, Central Kitsap Fire & Rescue
Read full testimonial →
“When Darkhorse first showed me the new CPSE performance tables feature, I joked that they were trying to put me out of a job. It takes a task that used to be tedious and turns it into a few clicks.”
Jason Thomas
Assistant Fire Marshal, Columbia Fire Department
Read full testimonial →
“After a challenging 9-month process up against AMR, yesterday we were assigned an ALS ambulance transport license for Spokane County. It all started with solid, defensible data and your modelling. This has never been done before in Spokane County.”
Matthew Vinci
Fire Chief, Spokane County Fire District 9
Read full testimonial →
“I like the product. But the people are the huge difference. I get on these phone calls and I have this manic idea if only we could do XYZ, and they conceptualize it and make it practical. You’re going to hold the market.”
Mark Burgess
Deputy Chief Analytics, Halifax Regional Fire & Emergency
Read full testimonial →
“The City of Levis Fire Department received great comprehensive services from Darkhorse for our Station Location project. Their application works fast, and we obtained a complete report and recommendations that met all our needs.”
Richard Amnotte
Fire Chief, Levis Fire Department
Read full testimonial →
“The personal touch every time I interact with the team is one of the biggest highlights of using Darkhorse, aside from the obvious advantage the analytics bring to the table. We love Darkhorse!”
Ben Marts
Assistant Chief of Administration, Odessa Fire Rescue
Read full testimonial →
“The customer service is exceptional. I think they understand the product does a lot and not all of us have the same skill levels as others in its usage. Great product and team.”
William Swisher
Deputy Chief, Deltona Fire Rescue
Read full testimonial →
“Fantastic product supported by an even better team of dedicated people with the knowledge set to tackle any issue we’ve raised.”
Sean Jones
Deputy Chief of Operations, Golden Fire Department
Read full testimonial →
“The team is super helpful and knowledgeable about the product. The visuals are very easy to understand and present the information in a way that helps most people understand.”
Michael Schneider
Training Coordinator, Brampton Fire & Emergency Services
Read full testimonial →
“It’s been a game changer.”
Kara Putnam
Assistant Fire Chief, Central Kitsap
Read full testimonial →
“Staff is always super helpful and responsive; also generous, which is not typical.”
Steven Rogers
Inspector, Chesterfield Fire Department
Read full testimonial →
“I’ve been a Fire Chief for 22 years. Darkhorse provides me with the tools I’ve always dreamed of. They take the guesswork out of decision making.”
Brian Schaeffer
Fire Chief (Ret.), Spokane Fire Department
Read full testimonial →
“Like I have said many times, Darkhorse has one of the most responsive teams of any software I’ve ever onboarded.”
Bret Black
Fire Chief, East Jefferson Fire Rescue
Read full testimonial →
“For our last accreditation cycle, I inherited risk tables with numbers I didn’t understand or trust. Darkhorse’s three-axis analysis finally gives us a transparent, repeatable method where the process is written down, we can test it, and we can adjust it over time.”
Jason Thomas
Assistant Fire Marshal, Columbia Fire Department
Read full testimonial →
“During my career I have onboarded numerous platforms, interfaces, and software, with varied results. Our experience with Darkhorse stands out as responsive and adaptable; their team is cohesive, collaborative and a pleasure to work with. As a client, I do NOT feel their product is one size fits all”
Bret Black
Fire Chief, East Jefferson Fire Rescue
Read full testimonial →
“The insights Darkhorse generated were clear and compelling. It resulted in 100 much needed new firefighters for our community.”
Karen Fry
Fire Chief (Ret.), Vancouver Fire & Rescue Services
Read full testimonial →
“It is rare that I outright endorse a product, but frankly, Darkhorse has earned my 5-star rating. I’ve never met a Darkhorse customer who regretted adding them to the team.”
Jeff Johnson
WFCA Executive Director, Fire Chief (Ret.)
Read full testimonial →
“From day one, Darkhorse has empowered us with actionable insights that go far beyond routine data collection and reporting. Their comprehensive analytics have allowed us to dig into the ‘why’ behind our response and deployment metrics, equipping us to evaluate our systems and processes with a level of clarity we never thought possible.”
Carly Shears
CRR Division Manager, Meridian Fire Department
Read full testimonial →
“There are not many decisions I’ve made in my career where I haven’t had a little bit of doubt, but bringing on Darkhorse has been an absolute slam dunk. You are absolute pros at what you do.”
Jeff Sorenson
Deputy Chief, Central Kitsap Fire & Rescue
Read full testimonial →
“When Darkhorse first showed me the new CPSE performance tables feature, I joked that they were trying to put me out of a job. It takes a task that used to be tedious and turns it into a few clicks.”
Jason Thomas
Assistant Fire Marshal, Columbia Fire Department
Read full testimonial →
“After a challenging 9-month process up against AMR, yesterday we were assigned an ALS ambulance transport license for Spokane County. It all started with solid, defensible data and your modelling. This has never been done before in Spokane County.”
Matthew Vinci
Fire Chief, Spokane County Fire District 9
Read full testimonial →
“I like the product. But the people are the huge difference. I get on these phone calls and I have this manic idea if only we could do XYZ, and they conceptualize it and make it practical. You’re going to hold the market.”
Mark Burgess
Deputy Chief Analytics, Halifax Regional Fire & Emergency
Read full testimonial →
“The City of Levis Fire Department received great comprehensive services from Darkhorse for our Station Location project. Their application works fast, and we obtained a complete report and recommendations that met all our needs.”
Richard Amnotte
Fire Chief, Levis Fire Department
Read full testimonial →
“The personal touch every time I interact with the team is one of the biggest highlights of using Darkhorse, aside from the obvious advantage the analytics bring to the table. We love Darkhorse!”
Ben Marts
Assistant Chief of Administration, Odessa Fire Rescue
Read full testimonial →
“The customer service is exceptional. I think they understand the product does a lot and not all of us have the same skill levels as others in its usage. Great product and team.”
William Swisher
Deputy Chief, Deltona Fire Rescue
Read full testimonial →
“Fantastic product supported by an even better team of dedicated people with the knowledge set to tackle any issue we’ve raised.”
Sean Jones
Deputy Chief of Operations, Golden Fire Department
Read full testimonial →
“The team is super helpful and knowledgeable about the product. The visuals are very easy to understand and present the information in a way that helps most people understand.”
Michael Schneider
Training Coordinator, Brampton Fire & Emergency Services
Read full testimonial →
“It’s been a game changer.”
Kara Putnam
Assistant Fire Chief, Central Kitsap
Read full testimonial →
“Staff is always super helpful and responsive; also generous, which is not typical.”
Steven Rogers
Inspector, Chesterfield Fire Department
Read full testimonial →
“I’ve been a Fire Chief for 22 years. Darkhorse provides me with the tools I’ve always dreamed of. They take the guesswork out of decision making.”
Brian Schaeffer
Fire Chief (Ret.), Spokane Fire Department
Read full testimonial →
“Like I have said many times, Darkhorse has one of the most responsive teams of any software I’ve ever onboarded.”
Bret Black
Fire Chief, East Jefferson Fire Rescue
Read full testimonial →

Next Steps

We help bring clarity to decision making in the fire service.

It starts with a personalized demo built around your department’s questions. Introduce yourself in the form below.

Every dollar counts.
Every second counts.
Every decision counts.
Every life counts.