Building AI Products That Ship
The story of MachDen: From data annotation to full-stack AI development.
Our Story
MachDen started with a simple observation: companies wanted AI solutions, but most AI consultancies focused on research and reports rather than shipping real products.
We began as a data annotation service, helping train machine learning models for enterprise clients. But we quickly realized we could do more—we could build the entire pipeline, from data to deployment to maintenance.
Today, we're a full-stack AI development agency that takes ideas from concept to production. We've worked with startups and enterprises across healthcare, e-commerce, SaaS, and beyond. Our focus remains the same: ship products that work, quickly and reliably.
Our Approach
Quality Over Quantity
We work with a limited number of clients at a time to ensure every project receives the attention it deserves.
Fast Iteration
We move quickly, getting to working prototypes in days, not months. Feedback drives our development cycle.
Full-Stack Ownership
We own the entire stack: data pipelines, ML models, backend, frontend, and infrastructure. No handoffs.
Data Expertise
From data collection to cleaning to labeling, we handle the hardest part of any ML project.
Why Choose MachDen
- ✓Proven track record: 50+ projects delivered, 30+ clients across 8+ industries
- ✓Fast turnaround: Ship production-ready AI in 2-4 weeks on average
- ✓Full-stack expertise: ML engineers who can also build frontend and infrastructure
- ✓Healthcare specialization: HIPAA-compliant, proven experience in medical AI
- ✓Partnership approach: We're invested in your success, not just a vendor
- ✓Transparent pricing: No surprises, clear deliverables and timelines