For Fire Departments
Stop Wasting Command Staff Time Mining Critical Data
Your narratives contain operational insight. Our system makes that insight searchable in seconds.
“How many bedroom fires did we have in District 2 last year?”
AI Incident Agent:
You had 14 incidents matching those criteria. Most occurred between 0200 and 0500 hours. Common factors: Unattended candles (40%) and electrical faults (30%).
Results are drawn from both coded fields and narrative text, with audit trails available for validation.
The Daily Grind
Your Staff is Buried in Manual Data Extraction
The Narrative Data Gap
Even with NFIRS and the new NERIS structure, critical operational details still live inside free-text narratives. To find out how a fire started or what equipment was used, someone has to manually read thousands of reports.
RMS Reporting Burden
Building a simple fire count report in most RMS platforms takes 15 to 20 minutes of clicking through filters and exporting CSVs, and that's just for one query.
The PRA Logjam
Public Records Act requests from realtors and businesses can take weeks of administrative work to fulfill manually. California cities receive thousands of PRA requests annually, and some reports show that up to 75% of those requests are public safety related.
Grant Writing Burnout
Pulling three years of verified incident data for SAFER or AFG grants shouldn't take weeks of data mining. Your best staff are spending more time in spreadsheets than focusing on the grant itself.
What used to take hours now takes moments.
Why It Matters
Turn Narrative Data Into Defensible Operational Intelligence
Efficiency gains are just the beginning. The real value is in the strategic outcomes your department can achieve.
Improve Defensibility
Every data point traces back to source records with full audit trails, giving your department the documentation it needs to stand behind its decisions.
Strengthen Grant Competitiveness
Produce verified, data-backed justifications pulled directly from required documentation, giving reviewers exactly the evidence they need.
Enhance Data-Driven Decision Making
Surface operational insights from narrative data that traditional reporting systems miss, enabling leadership to act on a complete picture.
Support Standards of Cover Compliance
Generate clean response time analyses, workload assessments, and resource deployment reports with identified outliers for review.
Reduce Litigation Exposure
Backed by comprehensive review of narrative and coded data, your reports and decisions carry verifiable documentation from incident records.
The Solution
AI That Understands Fire Service Language
Our system is trained to understand fire service terminology, operational context, and reporting conventions. It learns the terms, language, and meanings specific to fire administration, enabling it to analyze narrative data the way your own staff would, but in a fraction of the time.
Plain-Language Queries
Ask questions in plain English. No SQL or filter building required. No degree in statistics needed, just simple, easy-to-digest data.
Grant Data Support
Generate data summaries and structured outlines to support grant applications. Eliminate the hours of data mining to focus energies on the grant needs themselves.
Public Dashboard Automation
Instantly compile stats for PIO releases and PRA requests. Exportable and reviewable before publication.
Trend Identification
Automatically flag emerging patterns, like a spike in kitchen fires or specific equipment failures, with supporting incident data for verification.
Real-World Scenarios
Questions Your System Handles in Seconds
“Extract all kitchen fire data for the last 6 months.”
The system analyzes all narratives, identifies the room of origin even if miscoded in NFIRS, and plots them on a map for public education targeting. Results are drawn from both coded fields and narrative text, with audit trails available for validation.
“What is our average response time excluding outliers?”
AI identifies potential outliers, such as staged calls or data errors, for review before exclusion, providing a clean response time analysis to support your Standards of Cover.
“Build the justification for a new Ladder Truck.”
The system scans three years of narratives to find every instance where a ladder was deployed or requested, creating a data-backed narrative for your budget request. Including timestamps, apparatus deployment records, and incident numbers for audit.
“Provide a summary of all sober living facility incidents.”
The system identifies specific property types mentioned in the text narratives that aren't captured by standard dispatch codes, surfacing patterns across call volume, response type, and resource utilization. Data remains internal and secure.
Proven Results
What Used to Take Hours Now Takes Moments
By automating the search and extraction of narrative data, departments report significant reductions in administrative workload. This reduces the demand on your administrative staff, which can directly result in cost savings, and ensures that grant applications and operational reports are backed by comprehensive review of narrative and coded data.
Administrative Workload
Hours
→
Moments
Grant Data Preparation
Weeks
→
Days
PRA Response Time
Weeks
→
Minutes
Technical & Compliance
Built for Fire Department IT Requirements
We understand that adopting new technology means answering hard questions from IT, administration, and leadership. Here's how we address the most common concerns.
NERIS Compliance
Whether your department is still on NFIRS or has transitioned to NERIS, our system handles the data. It understands the coding structures and can work with any source format.
CJIS Security Considerations
We do not work directly with law enforcement data. Any CAD data used is manually exported by your department, ensuring CJIS-protected information is never exposed in the process.
Data Hosting Environment
Your data lives in a secure, isolated environment. Access controls define exactly who can see what, and all data handling follows industry security standards.
On-Prem vs. Cloud Deployment
We offer flexible deployment options. Whether your department requires a cloud-hosted solution or an on-premises installation, the system adapts to your IT requirements.
IT Approval Pathway
Connections are made through secure, well-documented methods. Data transfer frequency, update schedules, and integration points are all flexible and modifiable to meet your IT team's requirements.
RMS Integration Method
We integrate with your existing RMS platform through secure data exports. No direct CAD integration required. Compatible with all major records management systems.
Turn Narrative Data Into Defensible Operational Intelligence
See how your department can strengthen grant competitiveness, improve defensibility, and make data-driven decisions, all from the narrative data you already collect.
Schedule a Demo