The Premier Choice for CPSE Accreditation
The Premier Choice for CPSE Accreditation
NERIS V1 Data Exchange Compatible
NERIS V1 Data Exchange Compatible
Turn response data into decisions that save lives.
Supporting fire departments with data-driven standards of cover, community risk assessments, master plans and more.
Used daily by fire departments across the United States and Canada
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.
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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.
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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.
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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.
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Smarter models. Faster responses. Better outcomes.
Our Solution
Response and Risk work together for a data-first department.
Hover over either side. Our platforms work together to cover the response you run today and the risk you prevent tomorrow.
Our platforms work together to cover the response you run today and the risk you prevent tomorrow.
Turn incident and response data into decisions that save lives.
Station planning, deployment optimization, drive time analysis, and compliance monitoring. Used for long range strategy and for short term planning, from a special event to an apparatus out of service.
Explore Response →
Confidently understand risk across your community.
A living community risk assessment connected to 50+ datasets, down to per-building structure fire risk. Identify hotspots, uncover root causes, and share visual evidence that earns stakeholder support.
Explore Risk →
Turn incident and response data into decisions that save lives.
Station planning, deployment optimization, drive time analysis, and compliance monitoring. Used for long range strategy and for short term planning, from a special event to an apparatus out of service.
Explore Response →
Confidently understand risk across your community.
A living community risk assessment connected to 50+ datasets, down to per-building structure fire risk. Identify hotspots, uncover root causes, and share visual evidence that earns stakeholder support.
Explore Risk →
Solutions
Standards of cover, risk assessments, master plans and more.
Pick the work on your desk to see how Darkhorse Emergency can support it.
>Are we meeting the response targets in our Standards of Cover?
Standards of Cover
A Standards of Cover (SOC) sets how fast, and with how many resources, your department responds to each type of risk. It documents distribution, concentration and reliability, with baseline and benchmark performance for every risk category.
You leave with
- Baseline and benchmark performance tables
- 90th percentile response by station zone
- Distribution, concentration and reliability analysis
- Daily tracking against your SOC targets
How Darkhorse delivers it
Tracks first-due compliance, total response time and SOC targets every day, so the document stays true between rewrites.
Supplies the probability, consequence and impact scoring behind each risk category.
Writes the full SOC with you, from critical task analysis to a board-ready document.
>Where is risk concentrated in our community, and why?
Community Risk Assessment
A Community Risk Assessment (CRA) identifies the hazards in your community and scores each one by probability, consequence and impact on your department. Your Standards of Cover and prevention plans are built on it.
You leave with
- Risk scored by probability, consequence and impact
- Neighborhood risk profiles from 50+ datasets
- Hotspot maps for every program of service
- A CRA that refreshes as your community changes
How Darkhorse delivers it
Shows where calls come from today and how well your stations reach the highest-risk areas.
A living CRA that fuses US Census, HIFLD, CDC and your own CAD records, scored with weights you set.
Writes the full CRA for every program of service, ready for board approval.
>What will our department need in 10, 20 and 25 years?
Fire Master Plans
A fire master plan is the long-range roadmap that phases stations, apparatus and staffing against forecast demand. It is the single document that aligns council, command and community.
You leave with
- Current-state performance and overgoal analysis
- A 25-year growth and demand forecast
- Station replacement, relocation and new-build plan
- A phased, costed capital timeline
How Darkhorse delivers it
Models every station, unit and growth scenario in the plan, then tracks performance after adoption.
Grounds each recommendation in where risk sits today and where it is heading.
Our analysts and fire service practitioners run the engagement end to end, from stakeholder interviews to a board-approved plan.
>Where is the best location for a new fire station?
Station Location Planning
Station location analysis tests where a new, rebuilt or relocated station will move response performance most, using real drive times over your road network, call density and coverage gaps.
You leave with
- Side-by-side scenarios for every candidate site
- Drive times modeled on your actual road network
- The coverage and performance change of each option
- Station timing tied to forecast demand
How Darkhorse delivers it
Test candidate sites on a live map and compare coverage side by side before the concrete pours.
Shows the risk each candidate site would cover.
Turns the modeling into a sited, phased station plan your council can approve.
>How will growth change our call volume and coverage?
Growth & Demand Modeling
Growth modeling projects population, annexation and call volume forward, so you can see where service pressure is heading and test how today’s stations and units hold up against it.
You leave with
- Population and call-volume projections
- The impact of annexations and new subdivisions
- Coverage and risk under each growth scenario
- Demand curves by area and year
How Darkhorse delivers it
Future Growth Modeling shows how annexations, new subdivisions and an aging population change your risk levels and coverage.
Keeps the community data behind your risk scores current as neighborhoods change.
Builds long-range forecasts, out to 25 years, for master plans and capital requests.
>Do we have the right units and staffing in the right places?
Deployment & Staffing
Deployment and staffing analysis measures unit workload and system stress against national standards, then models where engines, ladders and medic units should sit and how many people it takes to run them.
You leave with
- Unit workload and system stress by hour
- The modeled impact of each unit added or moved
- A staffing factor and workload review
- A defensible multi-year hiring plan
How Darkhorse delivers it
Models coverage from your actual fleet and staffing, and tracks response delays and system stress over time.
Reviews staffing against national standards and writes the multi-year hiring plan.
>How do I improve first-due performance on the south side?
Response Time Analysis
Response time analysis breaks total response time into alarm handling, turnout and travel at the 90th percentile, to find exactly where the seconds go and which fixes recover the most.
You leave with
- 90th percentile performance by station and hour
- Dispatch, turnout and travel, measured separately
- The root cause behind late responses
- A ranked list of targeted fixes
How Darkhorse delivers it
Root Cause Analysis splits every response into dispatch, turnout and travel, station by station and hour by hour.
Runs a full performance review with root-cause findings and recommendations.
>Where should our prevention work go first?
Community Risk Reduction
Community Risk Reduction (CRR) puts your risk assessment to work. Inspections, smoke alarm campaigns, home safety visits and public education go to the buildings and neighborhoods that drive the most calls.
You leave with
- Structure fire risk for every building
- Ranked parcel lists for inspections and pre-plans
- Target areas for smoke alarm and fall-prevention campaigns
- Visual evidence for council briefings and grant applications
How Darkhorse delivers it
Shows which call types and locations drive your volume, the starting point for any prevention target.
Scores structure fire risk for every property from 15+ datasets, so inspections and campaigns land where they do the most good.
>What do we need for CFAI accreditation?
CPSE Accreditation
CFAI accreditation through the Center for Public Safety Excellence (CPSE) asks your department to prove its performance with a community risk assessment and Standards of Cover, a self-assessment and annual compliance reports.
You leave with
- Baseline performance tables
- Benchmark statements
- Three-axis risk analysis
- Annual compliance reports
How Darkhorse delivers it
Builds baseline performance tables and benchmark statements in a few clicks, cycle after cycle.
Provides the three-axis probability, consequence and impact analysis CPSE asks for.
Supports your accreditation team with the CRA/SOC and the documents around it.
The Darkhorse Difference
Built by people who sweat the details.
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.
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.
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.
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.
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.
Testimonials
See what fire departments across the United States and Canada have to say.
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.