Intelligence Platform
TO-INT
An intelligence-inspired research platform — parallel data collection, AI synthesis, and a calm three-panel workspace for making sense of the world.
Studio of Mary Sandrick
I turn ideas into
working AI tools.
From concept to prototype in days, not months.
AI Systems Architect · Rapid Prototyping · Workflow Design · Georgetown University
What I Do
Rapid Prototyping
Turn a concept into working software you can click, test, and put in front of real users — in days, not quarters.
AI Workflow Design
Design intelligent systems around real business problems, not buzzwords. The right model, the right data, the right interface.
Custom AI Applications
Build purpose-built tools that gather, synthesize, and surface what matters — software shaped around the way you actually work, not the other way around.
Ideas are cheap.
Working prototypes are not.
Anyone can describe what they want. The value is in holding the real thing a week later — and knowing it works.
Featured Work
Selected projects
Aesthetic Planner
Battle Rhythm
A day, month, and year planner that's quietly beautiful — and alive. Share your location and the workspace reflects your world: when it's raining where you are, your planner is raining too.
Assignment Tracker
Workflow Automation
Assignment Tracker
Academic workflow automation that quietly handles the bookkeeping so the thinking gets the attention.
About
A decade in intelligence.
Now building the tools.
For fifteen years, I worked on high-stakes intelligence problems where ambiguity, time pressure, and incomplete information were the norm — and the job was still to reach a decision.
I've since turned that same instinct toward AI-powered software and rapid prototyping: understanding the actual problem, then building something real and working around it — fast.
The through-line is the same as it ever was: take a vague, hard, important question and hand back something clear, usable, and true.
Get in touch
Have an idea worth building?
Tell me the concept. I'll tell you what a working prototype looks like — and how quickly you can hold it.