AI Models Trained on Your Data. Decisions You Can Trust.
We build machine-learning models that predict customer behavior, demand patterns, and revenue outcomes — turning your historical data into competitive advantage.
12+
Data Audits Completed
3x
Average ROI for Clients
98%
Client Satisfaction
24hr
Average Response Time
Data Audits Completed
Average ROI for Clients
Client Satisfaction
Average Response Time
What Our Clients Say
“DMG helped us identify $2.3M in revenue we were leaving on the table. Their predictive model paid for itself in the first month.”
“We went from Excel chaos to a real-time dashboard in three weeks. Our Monday meetings actually have data now.”
What We Do
Three core services. One goal: make your data work harder than you do.
Predictive Analytics
We train machine-learning models on your data to forecast churn, demand, and revenue — so you act on predictions, not hunches.
- Reduce customer churn by 15-30%
- Forecast demand with ML-powered accuracy
- Score and prioritize leads automatically
- Optimize pricing with predictive models
AI Strategy & Implementation
Cut through the AI hype. We identify where predictive models and automation actually save you money, then build and deploy ML solutions that deliver.
- Automate repetitive processes with AI
- Deploy production-ready ML models in weeks
- Clear ROI before you invest
- No PhD required — we handle the complexity
Business Intelligence
Your data is scattered across 12 tools. We unify it into AI-ready dashboards with smart alerts — no more "can you pull that report?" emails.
- Single source of truth for all KPIs
- AI-ready dashboards for every team
- Automated reporting saves 10+ hrs/week
- Smart alerts when metrics shift
Results That Speak for Themselves
Real problems. Real data. Real outcomes.
Predicting Customer Churn Before It Happens
Problem
Losing 23% of loyalty members annually with no early warning system
Result
Reduced churn by 31% in 6 months, saving $1.2M in lifetime value
Data-Driven Pricing That Actually Converts
Problem
Flat pricing model leaving 40% of enterprise value uncaptured
Result
Tiered pricing model increased ARPU by 47% without increasing churn
How We Work
Four steps from data chaos to competitive advantage.
Discovery
We audit your data landscape — what you have, what you're missing, and where the quick wins are.
Strategy
A clear roadmap prioritized by ROI. No boiling the ocean — we start with the changes that move revenue.
Build
We build and train ML models, validate predictions against holdout data, and deploy. You see working prototypes in weeks, not quarters.
Scale
Once proven, we help you operationalize — training your team and embedding analytics into daily decisions.
Your Data, Enterprise Protected
Security isn't a feature we added — it's the foundation we built on.
Multi-Cloud Infrastructure
Your data runs on hardened infrastructure across AWS, Google Cloud, and Microsoft Azure — with built-in redundancy and the same enterprise protections trusted by the world's largest organizations.
Data Protection by Default
End-to-end encryption at rest and in transit. Strict access controls ensure only authorized personnel interact with your data. We never use client data to train models for other customers.
Compliance-Ready Architecture
Every engagement is designed with regulatory compliance in mind — from data handling to model governance, we build with full audit trails so you're always ready for review.
Discover Your Data Maturity Score
Answer 10 quick questions and get a personalized roadmap — free.
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What we measure
Built on Results, Not Hype
DMG combines deep ML engineering with real-world business strategy. Our team has built predictive models, deployed AI systems, and led data transformations for organizations across retail, SaaS, healthcare, and finance.
Andrew leads DMG's technical practice. He turns complex data into measurable business results. With a degree in Electrical Engineering from the University of Florida and career as a quantitative analyst, he approaches every model with institutional - rigor, security, and quality.
A Ph.D. candidate in Aerospace Engineering at the University of Florida with expertise in applied AI, she ensures our models are grounded in first principles and developed with rigorous methodological integrity.
Ready to Turn Your Data Into Decisions?
Book a free 30-minute consultation. We'll assess your data landscape and show you the quick wins.