Built on Results, Not Hype
DMG was founded on a simple belief: analytics should change how you operate, not just how you report.
Meet the Team
Andrew co-leads DMG's technical practice with Shan — building the ML pipelines, anomaly detectors, and forecasting models that anchor DMG's analytical work. UF Electrical & Computer Engineering background; quantitative-researcher discipline applied to commercial real estate and retail demand work.
Shan holds a Ph.D. in Aerospace Engineering from the University of Florida, where her research focused on intelligent structures using physical reservoir computing. Her work connects structural dynamics with applied AI for physical systems, including vibratory structures and soft robotics.
Our Story
Too many small and mid-size businesses get sold analytics platforms they never fully adopt, models they don't trust, and dashboards nobody opens after the first week. We started DMG because we believed the problem wasn't the technology — it was the approach.
We work with businesses that are ready to take their data seriously but don't have the in-house expertise to do it alone. Our job is to close that gap: audit what you have, build what you need, and train your team to run it without us. Every engagement is designed to end with you in a stronger position than where you started.
We're a small, senior team by design. Every client works directly with experienced practitioners — not junior analysts learning on the job. We're selective about the projects we take on, and our entire team is invested in each one succeeding.
What We Believe
Outcomes Over Output
We measure success by what changes in your business, not by how many dashboards we deliver or how many models we train.
Honesty First
If you don't need us yet, we'll tell you. If your idea won't work, we'll say so. Trust is more valuable than a contract.
Simplicity by Default
The best solution is the simplest one that solves the problem. We reach for complexity only when the data demands it.
Transfer, Not Dependency
Every engagement ends with your team owning the solution. We build capabilities, not consulting dependencies.
Ready to talk about your data?
No pitch, no obligation. Just an honest conversation about where you are and what makes sense next.