Engineers building autonomous systems you fully own.
Rescue missions to greenfield launches. Every system ships to your infrastructure, fully owned from day one.
How we work
- 01Audit & define
Discovery
We audit your systems, understand the problem, and define what success looks like.
- 02Embed & ship
Build
Our engineers embed with your team and build production-grade AI systems on your infrastructure.
- 03Transfer ownership
Handoff
Full ownership transfer. Code, models, documentation. Your team runs it from day one.
- 04Sustain & iterate
Support
Optional retainer for ongoing optimization, monitoring, and iteration as your needs evolve.
Numbers that matter
- 97%Cost reduction on document extraction vs legacy OCR
- 10xData captured per pipeline. Formats legacy systems couldn't reach
- 6 wksAverage kickoff to production
- 100%Code & model ownership, day one
Selected deployments
- NLP
LLM-Powered Document Processing
Replaced legacy OCR pipelines with large language models, achieving higher accuracy extraction across complex document formats.
- AGENTS
Legal AI Agents
Built autonomous agents for legal workflows. Research, document review, and case analysis. Reduced manual review time significantly.
- AUTOMATION
Real Estate AI Project Manager
AI-driven project management tooling purpose-built for real estate operations and deal flow tracking.
- RAG
Financial Knowledge Base
Intelligent search and retrieval system across institutional financial data, enabling natural language access to complex datasets.
- WEB
Lauren Lysek Yoga
Website for a Dallas-based yoga instructor. Class schedules, brand presence, and a design built to reflect a calm, intentional practice.
Why Mellow
- [ 01 ] · Ownership
You own everything
Every line of code, every model, every pipeline. We build it, hand it over, and it's yours. Full ownership, full independence, from day one.
- [ 02 ] · Operators
Engineers only
Deployed engineers with deep AI/ML expertise who embed directly into your workflow and ship production-ready systems.
- [ 03 ] · Range
Rescue to launch
Rescue an existing project, build from scratch, or augment your team. We plug in wherever you need us and ship results.
- [ 04 ] · Flex
Retainer flexibility
Engage us for a sprint or keep us on retainer. Scale up, scale down. The relationship adapts as your business grows.
Built in the open
OpenExtract
Structured data extraction for unstructured documents. A Python package for turning messy inputs into clean, typed outputs.