We turn the data you have into the decisions you need.
Player Analytics Group is an analytics and platform engineering company. We build consumption analytics, pricing models, secure enterprise-scale platforms, and data-visibility systems that put actionable information in front of decision makers: in our own consumer products, and for clients who need an engine of their own.
Casinos spend fortunes analyzing player data. Players never had a tool of their own. Until now.
What's been missing is the player's instrument: a way to see the collected data, see the pattern, and decide the next visit with confidence. Our flagship platform is that instrument.
Who we are
We are analytics, platform engineering, training, and customer support people. We develop capabilities from deep experience in consumption analytics, pricing, enterprise platform architecture, security, and data visibility, and we deliver solutions and consulting designed to serve decision makers with actionable information. What we do is the natural outgrowth of more than sixty years of combined industry expertise. PAG's capabilities exist independently of any single product or engagement.
Player Analytics Group, LLC is a Florida company, founded in 2026 and headquartered in Fernandina Beach. The platform work is supported by a US provisional patent on file (USPTO Application 63/958,177).
Player Analytics Group
Holds all intellectual property, contracts, and product investments. Signs the partnerships, operates the platforms, and delivers the consulting.
What we do ↓SpinLucki Slot Tracker
The player-facing slot analytics platform: community-sourced win data, machine and casino analytics, trip planning, and education. The flagship demonstration of PAG's capabilities.
spinlucki.com →@SPiNLUCKi on YouTube
The SpinLucki channel: slot education, session breakdowns, and player-side commentary. This is where the brand's warm, educational voice lives.
Watch the channel →SlotTracker.ai
The community's public research desk: slot education, industry news, and data-grounded editorial opinion. Independent reading that helps players know before they go.
slottracker.ai →Consulting
Advisory engagements built on the same discipline that powers our platforms: cost, price, and financial modeling, audience and behavioral analytics, and decision-ready reporting for organizations that have plenty of data but need answers.
Start a conversation →Platform Design & Build
Custom analytics engines and secure, enterprise-grade platforms designed for your business: from data model to dashboards, engineered end to end by the team behind the SpinLucki platform.
Start a conversation →What we do
Cost, price & financial modeling
Modeling cost, price, and financial performance at scale: usage analysis, levelized pricing across demand ramps, and value defended with rigor wherever transactions flow.
Standing proof: Slot Tracker's theoretical-value modeling, session economics, and bankroll analytics.
Enterprise platform architecture & security
Secure, multi-tenant platforms that collect, aggregate, and correlate operational data at decision speed, engineered to enterprise scale and hardened by federal-grade security practice.
Standing proof: the SpinLucki platform, multi-tenant SaaS, anonymized data architecture, Stripe-isolated payments.
Data visibility & decision design
Making invisible activity visible: dashboards, reports, and analytic surfaces organized around the question a decision maker is actually trying to answer, with the training and support to use them.
Standing proof: every player-facing surface of Slot Tracker.
Raw numbers never made anyone smarter. Analytics is how you see data, how you perceive what it means, and how you decide because of it. Everything we build is measured against that standard.
The data
Every session, every machine, every win event. Real, but undifferentiated until it is organized around your question.
The pattern
The same data, seen properly. Frequency, concentration, and streaks emerge when the view is organized around the decision maker's question. Perception is a design discipline.
The decision
Analytics earns its keep here: a bankroll set with intention, a machine chosen on evidence, a partnership signed on empirical fit. Data that doesn't change a decision is decoration.
Why we're good at it
Andy
Founder · Enterprise Platform Architect
Passion. PAG was founded by an enterprise platform architect with more than two decades spent making invisible activity visible for the most demanding customers there are. The practice behind this company was built analyzing consumption, cost, and price data for large government and commercial customers. Our founders also bring extensive experience managing large, complex programs that produce significant value.
Today everybody has large caches of data. But what does it tell us? Raw data is just that: raw. What it tells us, and the decisions we make from it, is what drives the need for analytics to power business and personal decisions. Slot Tracker is one example of that discipline, applied to a constituency that never had a tool built for them. As a slot player himself, the founder saw what was missing and built a tool for players.
Player-side data visibility
Slot Tracker is the player's instrument, not the casino's. Every surface is built from the player's perspective, the structural inversion that distinguishes it from every casino-facing product.
Education
A platform that surfaces data without teaching people to read it has solved nothing. Education is core product, in-app, on the channel, and in every engagement.
Responsible play
Slot gambling is entertainment, and should remain that. Bankroll awareness and session planning are features, not fine print, a stance UNLV research suggests is vanishingly rare.
Who we serve
Our product and consulting work is organized around three communities whose interests overlap but whose needs are distinct, each a deliberate line of business that keeps PAG aligned with all sides of the community it serves.
Players
The recreational slot player who walks onto a casino floor and decides on instinct, habit, and hope. Slot Tracker turns that session into a managed entertainment experience.
- Anonymous, community-sourced win data
- Machine-level and casino-level analytics
- Trip planning and bankroll awareness tools
- Education woven into the product
Content creators
Slot YouTube creators and live streamers who build audiences around their play, commentary, and data. We work with creators as both platform and advisory partner.
- Creator Studio: audience analytics & attribution
- Revenue share for the value audiences create
- Audience intelligence & content strategy consulting
- Casino partnership facilitation
Casino operators
Properties that want to understand visiting players, evaluate creator partnerships empirically, and quantify audience-attributable traffic, from aggregate data, never individual records.
- Owner Intelligence Hub: aggregated audience insight
- Creator fit analysis & benchmarking
- Player & machine performance intelligence
- Partnership strategy & campaign tracking
Data security
Serving three communities from one data infrastructure only works if the security posture is unambiguous, and ours is engineered by people who build to the strictest standards in American computing. The team's practice spans SOC 2-compliant platform foundations, the federal CMMC 2.0 regime built on NIST 800-171, and Department of Defense Impact Levels 4 and 5 built on NIST 800-53. Those disciplines shape how the SpinLucki platform is engineered, from the code's inner workings to its data boundaries, not just how its marketing reads.
The anonymization posture is equally specific. Inside the Slot Tracker analytics data there is no username, no password, and no personally identifiable information. What we maintain is not a win/loss statement: it is win data, anonymized, aggregated, and organized solely to enable player decision making. Casino-facing surfaces receive aggregate audience insight, never individual records. Subscription payments run entirely through Stripe, so cardholder data never touches the platform.
- Legal entity
- Player Analytics Group, LLC (Florida)
- Analytics data
- No usernames, no passwords, no PII, anonymized win data only
- What it is not
- Not a win/loss statement, decision-support data, nothing more
- Payments
- Stripe end-to-end; platform outside PCI scope
- Security practice
- SOC 2 foundations · CMMC 2.0 / NIST 800-171 · DoD IL4-IL5 / NIST 800-53 discipline
- Casino-facing data
- Aggregate only, never individual player records
Have a business that runs on data you can't quite see?
Most businesses are sitting on transaction data their current tools can't turn into decisions, and paying for the privilege. If that sounds familiar, the conversation costs nothing, and we've heard stranger ideas than you think.
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