Your vision, shipped in weeks
Whether it's a founder's first product or the internal tool your team keeps requesting, we build and deliver the working version, fast.
Trusted by Virginia's Leading Organizations
University of Richmond
CarMax
Stride Inc
AI Ready RVA
Products we've shipped
Alongside client work, we ship our own products. Each one started as the same kind of fixed-price engagement we sell.
marginfordata.com
Margin
Cloud notebooks and connected reports. A data-science workbench for analysts who ship findings, not just publish notebooks.
Visit
daylight.legal
Daylight Legal
Voice-first custody journal that builds court-ready PDFs for parents in family court.
Visit
riffinsights.com
Riff
AI customer-interview vault. Turn founder discovery calls into searchable insights.
Visit
callcompass.io
Call Compass
AI call QA. Score 100% of calls against your rubric, focus humans on coaching.
Visit
Pick your path
Where are you starting from?
The work bends to fit. Tell us which one sounds like you and we'll show what an engagement looks like for that shape.
About Kyle
Kyle Johnson is the founder of Monument Labs. He spent six years as a Senior Data Scientist at Meta, working across FAIR, counter-terrorism, and Reality Labs. Before Meta, he earned a degree in Computer Science and Statistics from Columbia University and served in the Marine Corps. He lives in Richmond.
Ready to start?
Pilot, MVP, or Studio. Fixed-price product work with a live URL on day one.