Merit Engine - VC Pitch Speaker Reference
Merit Engine — VC Pitch Speaker Reference
For Tonya’s Use During the Conversation
Fairlawn Strategy Partners · Tonya R. Dawson
THE HOOK (Opening 30 seconds)
“Every year, thousands of police officers and firefighters sit for a promotion exam. Most of them buy a study guide, cram for a few weeks, and hope for the best. The ones who pass aren’t always the best leaders — they’re often just the best test-takers. We built a platform that changes that.”
THE PROBLEM (Keep to 3 points)
- Public safety agencies spend millions promoting the wrong people — officers who memorized answers, not officers who can lead
- Study prep is a wild west — officers pay out of pocket for outdated guides, informal study groups favor insiders, and the process exposes agencies to lawsuits
- Chiefs have no visibility into who is actually ready before the list is posted — they’re flying blind on succession planning
THE SOLUTION (One sentence, then expand)
One sentence: “Merit Engine is a personalized AI coach that tells an officer exactly what to study and tells a department exactly who is ready to lead — before anyone sits for an exam.”
Expand if asked: - Think of it like a GPS for promotion prep — it knows where you are, where you need to go, and recalculates the route in real time based on your actual performance - Not a quiz app. It learns how a candidate thinks, finds the gaps a generic test would miss, and closes them with targeted practice - When a gap is too deep to self-correct, it routes the candidate to a live coaching session — that’s our services revenue
THE SCIENCE (If they ask — keep it simple)
“The engine uses the same adaptive technology that powers the GRE and medical licensing boards. The difference is we built it specifically for public safety law, policy, and leadership. It doesn’t just count right answers — it figures out the difficulty of what a candidate got right, which tells us their true ability level far more accurately than a percentage score.”
Do not say: IRT, theta, 3PL, Rasch, psychometrics. Say: adaptive testing, ability level, true readiness.
THE MARKET
- 18,000 law enforcement agencies in the US
- 30,000 fire departments
- Target: 3,000-5,000 medium-to-large agencies with formal promotional cycles
- Average of 1-3 promotional cycles per agency per year
- Currently dominated by one-size-fits-all study guides and generic practice tests — no one is doing what we do
THE BUSINESS MODEL
Three tiers, speak to the middle one first:
- Silver (sweet spot): $15,000-$40,000 per department per contract year — for a 50-200 person agency
- Bronze: Individual officer access at ~$249 per candidate — low friction, builds our data
- Gold: $85,000-$150,000 for large cities and state agencies — enterprise contracts, multi-year
Plus a services layer: when the platform identifies a knowledge gap it cannot close on its own, we offer a live e-learning session. $350 per officer per module. That’s recurring revenue on top of the subscription.
THE MOAT (Why no one can copy this fast)
Three layers: 1. The calibration data — every time an officer answers a question, our engine gets smarter about how hard that question actually is. After 10,000 candidates, our difficulty estimates are more accurate than anyone else’s. That data compounds. 2. The content — we ingest each agency’s own policies and laws and build their item bank. That content is sovereign — we never share it across agencies. Competitors would have to rebuild it from scratch for every client. 3. The I-O Psychology framework — the engine isn’t just adaptive software. It’s built on validated assessment science with a defensible audit trail. That’s what protects agencies from legal challenges and what separates us from a generic quiz app.
THE TEAM
- Tonya R. Dawson, Founder: Industrial Organizational Psychology Professional with 20+ years designing and validating public safety assessment systems — promotional processes, selection tools, and leadership pipelines. Has built from scratch the exact processes this platform now digitizes at scale.
- Caraline Malloy, Co-Founder / E-Learning Lead: Industrial Organizational Psychology Professional, active researcher, and experienced e-learning instructor. Leads the live and on-demand coaching layer that converts platform-identified gaps into measurable skill gains.
- [Engineering / Technical lead — TBD for pitch: “We are in active discussions with a technical co-founder with SaaS platform experience.”]
THE ASK
“We are raising [X] to fund the pilot with our first three agency clients, complete the platform build, and establish the calibration data foundation that makes this defensible at scale. We’re looking for a partner who understands both EdTech and GovTech, and who sees the long runway in public safety modernization.”
OBJECTION RESPONSES
“Why won’t a big vendor just copy this?” “The big vendors — PowerDMS, AllWrite — are policy management companies. They added quiz features. We built an assessment engine first and wrapped the product around it. That’s a fundamentally different architecture and a fundamentally different go-to-market. They’d be rebuilding their core product, not adding a feature.”
“How do you get agencies to trust AI with something this sensitive?” “We give them full transparency. Every recommendation comes with an explanation. Every data point stays within their department — we never pool data across agencies. And the system is built by someone who has spent 20 years helping these agencies defend their processes in court. We’re not selling AI to public safety. We’re selling an I-O Psychologist who happens to use AI.”
“What’s the adoption risk?” “The first client won’t be a cold sale. It will be an agency that already knows and trusts our work. We start with a 60-day paid pilot, prove the outcome metrics — pass rate improvement, engagement rate, training hours saved — and convert to an annual contract. The data sells the next client.”
Fairlawn Strategy Partners, LLC, an affiliate of the Institute for Transformative Change · tonya@fairlawnstrategy.com · Confidential