Independent & pragmatic

Mellow AI

We make AI real for your business

Strategy, implementation, and measurable impact. Built by pragmatic engineers.

About

We make AI real for your business. Pragmatic engineers who deliver working systems and measurable outcomes.

Pragmatic Engineering

We focus on practical solutions that work in production, not theoretical possibilities.

Measurable Impact

Every project delivers quantifiable results aligned with your business objectives.

Knowledge Transfer

We empower your team with the skills to maintain and evolve AI systems independently.

Battle-Tested Tech

We use proven architectures and frameworks that scale with your business growth.

Our Approach

1

Audit

Evaluate existing AI initiatives and identify opportunities

2

Design

Architect scalable systems aligned with business goals

3

Implement

Build production-ready solutions with best practices

4

Transfer

Empower your team to maintain and evolve systems

Projects

open-xtract
ACTIVE
View project
From raw PDFs to clean, queryable text
MIT-licensed PDF extraction framework that converts raw PDFs to clean, queryable text
PythonOCRVector SearchRAG
MIT License
switchboard
IN DEVELOPMENT
View project
Intelligent LLM model routing made simple
Open source LLM model router with intelligent prompt-based routing. Configure models with routing logic, then automatically select the best model for each prompt.
TypeScriptLLM RoutingConfigurationAI
MIT License
open-memory
IN DEVELOPMENT
View project
Persistent memory for intelligent conversations
Open source memory layer for LLMs that provides persistent context and learning capabilities across conversations and sessions.
PythonMemory ManagementLLM
MIT License

Services

AI Infrastructure Audit
  • Performance benchmarking
  • Pipeline analysis
  • Cost optimization
  • Security review
Rapid Prototyping
  • Problem scoping
  • Architecture design
  • Implementation
  • Validation
Production Deployment
  • Infrastructure setup
  • Monitoring systems
  • Testing framework
  • Team training

Contact

We usually reply within 24 hours.