Our Services
From building new AI solutions to keeping them running — we cover the full lifecycle so you can focus on your business.
Build Phase
Research & Development
We build AI agents, workflow automation, and full-stack applications. Every engagement starts with a fixed-price scoping phase, then moves to active development with full transparency.
- ✓ Free discovery phase to align on goals
- ✓ Dedicated scoping and business analysis
- ✓ Priority support throughout development
- ✓ Monthly timesheets for full transparency
What We Build
AI Agents
Custom agents built with Agno, LangChain, and other leading frameworks
Workflow Automation
End-to-end automation with n8n, custom integrations, and API orchestration
Full-Stack Applications
React frontends, Supabase backends, and everything in between
Data Engineering
Databases, Supabase, data warehouses, lakehouses, and SQL
Data Science
Model training, fine-tuning, and analysis
Frameworks We Use
Python 
React 
Agno 
LangChain 
n8n 
Supabase 
Azure 
OpenRouter 
Claude Code 
GitHub Copilot Support Phase
Operations & Maintenance
After R&D, your project transitions to ongoing support at meaningfully reduced rates. Your AI solutions stay healthy without the cost of full-time development.
- ✓ Bug fixes and issue resolution
- ✓ Version updates and dependency management
- ✓ Security scans and vulnerability patches
- ✓ Priority support when you need it
- ✓ Cloud hosting management
Strategic Guidance
Advising
Not ready for a full build? We offer strategic advisory services — AI readiness assessments, architecture reviews, and technology selection at a flat hourly rate.
AI Readiness Assessment
We evaluate your existing systems, data, and team to determine the best path to AI adoption.
Architecture Reviews
Deep-dive analysis of your technical architecture with actionable recommendations.
Technology Selection
We help you choose the right AI frameworks, platforms, and tools for your specific needs.
Flat hourly rate • Meetings and quick demos included • No build commitment required
The MPL Process
We build fast, then move you to affordable support — so you're not paying development rates for maintenance.
Discovery
We learn about your business, challenges, and goals. Discovery is always free.
Business Analysis
We scope the opportunity and define what success looks like with concrete, measurable outcomes.
Offering Package
We propose a clear engagement plan — fixed-price scoping, then active development with full transparency.
R&D Phase
We build your AI solution with rapid iteration, monthly timesheets, and MagicOps™ monitoring included.
O&M Phase
Your solution transitions to affordable support — bug fixes, updates, security scans, hosting management.
Exit Phase
Full handoff with documentation, training, and a smooth transition. Your solution, your control.