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
- 01 Audit & define
Discovery
We audit your systems, understand the problem, and define what success looks like.
- 02 Embed & ship
Build
Our engineers embed with your team and build production-grade AI systems on your infrastructure.
- 03 Transfer ownership
Handoff
Full ownership transfer — code, models, documentation. Your team runs it from day one.
- 04 Sustain & 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
- 10x Data captured per pipeline — formats legacy systems couldn't reach
- 6 wks Average 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 — reducing 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.