Train Smarter. Respond Better.
Continuous competency reinforcement for modern public safety agencies — without increasing instructor workload or pulling personnel off shift.
FORGE™ adapts training intervals and difficulty in real time based on each responder's retention and performance.
* Target retention rate based on SM-2 spaced repetition methodology outcomes. Cepeda et al. (2006), Psychological Bulletin.
The Georgia Firefighter Standards and Training Council requires every certified firefighter to complete a minimum 24 hours of approved CE annually (GFSTC Rules and Regulations, Chapter 570-14). For many departments, combined ISO PPC Category 1 and GFSTC requirements push that figure significantly higher. Here's what that actually costs:
Mileage, meals, and lodging for every seat filled off-site. For a 50-person department, that's hundreds of travel-days annually — a direct budget line item with no retention return.
Every training seat requires a backfill. At typical overtime rates of $150–$250/day per position (illustrative estimate; actual costs vary by department, rank, and jurisdiction), a 50-person department sending half its roster to CE can generate significant overtime costs per cycle.
Pulling personnel off-shift reduces station coverage and response capability. Multi-day CE events create sustained readiness gaps that weaken the department's operational posture.
GPSTC Forsyth and 10 regional sites serve the entire state. Class sizes are capped. Departments compete for slots — compliance risk rises when calendars fill ahead of your cycle.
Missed deadlines, incomplete records, and tracking gaps create audit and accreditation risk. Manual reporting adds administrative burden on training officers already stretched thin.
After all the cost and disruption — firefighters return to the station and begin forgetting immediately. The brain doesn't retain massed instruction. The annual cycle starts over.
Your firefighters pass the quiz on Monday. By Friday, the protocol is degrading. By next month, it's gone. This isn't a training quality problem — it's a fundamental cognitive science problem that traditional systems ignore entirely.
Ebbinghaus Forgetting Curve
Ebbinghaus, H. (1885). Über das Gedächtnis — foundational research in cognitive retention, validated repeatedly in spaced repetition literature (Cepeda et al., 2006; Kornell, 2009).
¹ Retention decay estimates derived from Ebbinghaus, H. (1885). Über das Gedächtnis; and Murre, J.M.J. & Dros, J. (2015). Replication and Analysis of Ebbinghaus' Forgetting Curve. PLOS ONE. Actual decay rates vary by individual, content complexity, and prior knowledge.
² Based on GFSTC minimum annual CE requirement of 24 hours (GFSTC Rules and Regulations, Chapter 570-14). Calculated as 365 − 24 days.
A mobile-first adaptive learning platform purpose-built for fire service and EMS professionals. It replaces passive video-and-quiz training with an intelligent system that ensures long-term mastery of mission-critical knowledge.
Verified SM-2 spaced repetition schedules reviews at the precise moment you're about to forget. Built on the same science used by medical students worldwide.
Train on-shift, at the station, or between calls. Works on any device. Full offline support for rural stations, wildland assignments, and dead zones.
Every firefighter gets a personalized learning path. The system adapts in real-time based on individual performance — hard stuff comes back sooner.
Training officers see exactly who knows what. Smart nudges surface each firefighter's weakest areas. No spreadsheets. No guessing.
Answers stay hidden until the firefighter attempts retrieval. Forced recall builds durable memory — not passive recognition.
Drill, Quiz, Test, Exam — each with full answer tracking and CE hour attribution. 80% pass threshold enforced server-side.
Built on the SuperMemo SM-2 algorithm. ADVANCE is the first platform to bring this level of spaced repetition science to fire and EMS.
Mission-critical question surfaces
Firefighter attempts recall before reveal
Again, Hard, Good, or Easy
SM-2 calculates next review interval
Intervals grow as mastery solidifies
Cards you struggle with come back tomorrow. Cards you nail come back next month. The system learns you.
Everything runs on mobile — on-shift, between calls, at the station. No laptops required. No travel. No scheduling.
Onboarding · Home Screen
Dashboard · Fire Vertical
Active Drill · Answer Feedback
Readiness gaps between training events are invisible until they aren't. The consequences of degraded recall aren't measured in test scores — they're measured in outcomes on scene.
When knowledge fades, responders pause. Hesitation in the first minutes of a structural fire, cardiac arrest, or mass casualty event has measurable consequences for patient outcomes and crew safety.
The protocols trained in January are the ones executed in November. If retention has degraded, so has operational confidence — regardless of what the compliance record says.
A completed CE record doesn't tell you what's actually retained. Without continuous measurement, training officers have no visibility into real knowledge state — only compliance status.
If an incident occurs and training records can't demonstrate actual competency — not just attendance — departments face increased exposure. ADVANCE generates defensible documentation of knowledge state over time.
Traditional platforms track completion. They were designed to satisfy compliance requirements — not build durable operational knowledge. That distinction is the entire problem.
Records whether content was viewed. Says nothing about what was retained.
Training delivered once per year. Retention degrades for the remaining 341 days with no intervention.
Watch, click through, pass a threshold test. No active recall. No adaptive scheduling. No retention.
Every responder receives the same content on the same schedule regardless of individual performance.
Reports hours logged, not knowledge retained. Gives departments a green checkmark with no operational meaning.
Tracks actual knowledge state per responder, per domain — in real time, continuously.
Daily micro-sessions scheduled at adaptive intervals. Readiness maintained 365 days a year.
Forced retrieval practice with SM-2 scheduling. The methodology that consistently outperforms passive instruction.
Difficulty and interval adjust in real time based on individual performance. Hard content comes back sooner.
Training officers see actual knowledge state — who is ready, who is degrading, what needs intervention.
Coffee in hand. Phone out. A smart nudge greets them: "187 cards are due for review. Quick 5-minute drill?" One tap. Session starts.
A Tier 2 scenario appears: "Your engine arrives first at a working structure fire with reports of entrapment. IC has not arrived. What are your immediate priorities?" Rate: Hard. SM-2 shortens the interval to 3 days.
8 minutes. 14 cards. 11 correct, 2 Hard, 1 Again. 135 XP earned. 18-day streak maintained.
B-shift: 92% roster compliance. 2 members with decaying hazmat scores flagged automatically. Export → PDF. Five seconds. Formatted for GFSTC.
Real-time visibility into every firefighter's knowledge state. One dashboard — department-wide or per-station.
Toggle between "My Department" and "All Departments" — see every station's readiness from one screen.
Tap Fire or EMS badges on any roster card to see mastery, CE hours, and quiz count by vertical.
One-click export formatted for GFSTC submission. Ready the moment you need it.
Full roster export: Fire Mastered, EMS Mastered, Fire CE Hrs, EMS CE Hrs — every field, every member.
CE hours are earned, not given. 80% pass threshold enforced server-side. No gaming it.
Training activity records export in ISO format — ready for your next grading cycle.
embedded intelligence · ADVANCE platform · powered by FORGE™
Sees failure trends across cards and domains. Responds to patterns, not single errors.
0200 in the station. Between calls. No training officer required. No waiting.
Grounded in validated material only. NFPA and NCCP-aligned. No hallucination risk.
Speak to SIGNAL. SIGNAL speaks back. Hands-free, on demand.
Not there to be liked. There to be trusted under pressure.
Watch a 45-minute video.
Click through slides you're not reading.
Take a multiple-choice quiz.
Score 70%. Get the green checkmark.
Forget 70% in two months.
Repeat annually.
This is compliance theater, not training.
10 minutes. Active recall.
Only cards you're about to forget.
Difficulty adapts to your brain.
Intervals grow as mastery deepens.
Retain 90%+ indefinitely.
Train daily in micro-sessions.
This is learning science applied to life-safety.
| Capability | ADVANCE | Vector Solutions | Lexipol |
|---|---|---|---|
| Spaced Repetition (SRS) | ✓ | ✗ | ✗ |
| Adaptive per-user difficulty | ✓ | ✗ | ✗ |
| Active recall enforcement | ✓ | ✗ | ✗ |
| Wrong-answer review & rationale | ✓ | ✗ | ✗ |
| AI-Powered Tutor (SIGNAL) | ✓ | ✗ | ✗ |
| 4-mode assessment suite | ✓ | ✗ | ✗ |
| Mobile-first design | ✓ | Responsive | Responsive |
| Fire + EMS in one platform | ✓ | Separate | Separate |
| ISO PPC Documentation | ✓ | ✓ | ✓ |
| Pricing transparency | ✓ | Enterprise | Custom |
ADVANCE is not a pitch deck or a roadmap. It's a production platform running real users, tracking real CE hours, and delivering real retention data right now.
Real CE hours from real assessments — server-side enforced, 80% pass gate.
JWT auth, CSRF protection, rate limiting, TOTP 2FA for training officers, full audit logging.
SM-2 engine verified in production. Smart nudge system surfaces weakest areas and overdue reviews.
* 90%+ target retention based on published SM-2 spaced repetition methodology outcomes. Cepeda, N.J., Pashler, H., Vul, E., Wixted, J.T., & Rohrer, D. (2006). Distributed practice in verbal recall tasks. Psychological Bulletin, 132(3), 354–380. ADVANCE pilot data will establish department-specific retention baselines.
30 days. Full platform access for up to 50 personnel. Dashboard, analytics, compliance reporting. Zero cost. Zero commitment. Your pilot generates a complete ISO-formatted training activity record on day one.
Full platform. Real users. Real retention data. No cost, no commitment — just proof.
Comparative retention analysis. Documented evidence of improvement you can take to municipal leadership.
Complete ISO-formatted training activity record generated from the pilot. Ready for your next grading cycle.
Reply within 24 hours. andrew@advancece.app
ADVANCE is a family company, built by a father and son with deep roots in the fire service. Andrew grew up in a household shaped by public safety — the discipline, the culture, the duty, the sacrifice. Alex spent 35 years inside that world as a firefighter, Fire Chief, Emergency Management Director, and Chief Operating Officer.
This platform wasn't conceived in a boardroom or a pitch competition. It was built by people who understand what first responders carry — and who believe they deserve training infrastructure that actually works.
Founder & Developer
Andrew grew up in a fire service family — shaped from an early age by the culture, discipline, and duty that define public safety. His father Alex spent decades as a firefighter, Fire Chief, Emergency Management Director, and Chief Operating Officer. That foundation is the reason ADVANCE exists.
After five years as an Arabic Cryptologic Linguist in the United States Marine Corps — including a combat deployment to Al Anbar Province during Operation Iraqi Freedom — Andrew left active duty as a credentialed Command Language Program Manager, having overseen training programs for roughly 120 Marine linguists. He watched firsthand how mission-critical knowledge decays when training infrastructure fails.
For the decade that followed, he delivered technical training for the U.S. Department of State across Africa, Europe, and the Indian Ocean region — biometric border management at airports, land borders, and seaports where operational failure wasn't an option. He trained over a thousand host-nation officers across dozens of deployments. He watched the same retention failure repeat itself in every domain.
ADVANCE exists because he got tired of watching mission-critical knowledge erode — and because he grew up understanding exactly what's at stake when it does.
Director of Public Safety Partnerships
Alex brings more than 35 years of leadership experience in fire and emergency services. A former Fire Chief, Emergency Management Director, and Chief Operating Officer, he has overseen multi-agency public safety operations spanning fire, EMS, law enforcement, and emergency management.
Throughout his career, Alex has built a reputation for trusted leadership, strategic coordination, and strong relationships across the public safety community. His extensive network and firsthand operational experience allow him to connect agencies with solutions that improve emergency response, communication, and preparedness.
At ADVANCE, Alex leads public safety partnership development and serves as a key liaison between the organization and fire service professionals, municipal leaders, and emergency management stakeholders. His deep understanding of the challenges facing first responders helps ensure ADVANCE delivers solutions grounded in real-world operational needs.
