Document intelligence01
Turn unstructured data into reliable operations.
Production extraction systems that replace brittle OCR and manual review.
Independent AI engineering / Dallas, TX
Build what comes next.
Mellow AI designs and ships production systems for companies with ambitious, difficult problems.
Strategy / Systems / Software
Selected systems / 2025—26
Useful AI, built all the way through.
We design and engineer systems that survive contact with real workflows, real data, and real constraints.
Agentic systems02
Research that moves at machine speed.
Purpose-built agents for complex legal research, review, and analysis.
Knowledge infrastructure03
Make institutional knowledge usable.
Secure, natural-language access across dense financial data.
Workflow automation04
Software that understands the work.
AI-native project tooling for high-stakes, multi-step operations.
How we work / No black boxes
Your systems. Your edge.
We build inside your reality—not a demo environment. Every decision is made to create durable capability, not dependency.
Start a conversation- 01
Find the leverage
We map the system, pressure-test the opportunity, and define the smallest valuable release.
- 02
Build the real thing
Senior engineers work directly with your team and ship into your environment.
- 03
Leave you stronger
The code, models, infrastructure, and operating knowledge are yours from day one.
Independent AI engineering
Small, senior teams for consequential software.
Have a hard problem?
Let's build what should exist.
Tell us where the work is slow, brittle, or impossible today. We'll respond with a clear point of view.
Message us