AI Specialists, Not Generalist Talent Matching
Toptal matches you with top generalist developers. We are AI specialists who've deployed enterprise ML systems for Fortune 500 companies.
Common Frustrations
Generalist developers learning AI on your project
High hourly rates for talent acquisition, not delivery
Still contractor-style engagement
Limited domain expertise in enterprise AI
Markup on developer rates without added value
Why Choose Gebarski
AI-Native Team
We only do AI. Every engineer has deployed production ML systems at enterprise scale.
No Middleman Markup
Work directly with engineers, not through a talent marketplace taking a cut.
Outcome-Oriented
We're paid for results, not hours. Your success is our success.
Full Stack AI
From data pipelines to model training to production deployment - one team, complete ownership.
Side-by-Side Comparison
| Feature | Typical Alternative | Gebarski |
|---|---|---|
| Specialization | Generalist talent pool | AI/ML specialists only |
| Engagement Model | Staff augmentation | Outcome-based delivery |
| AI Experience | Varies by matched talent | Every engineer has production AI experience |
| Pricing | Hourly + platform markup | Project/outcome-based pricing |
| Team Stability | Individual contractors | Cohesive, experienced team |
Our Enterprise AI Services
Production-grade AI solutions built by specialists, not generalists.
Ready for Enterprise-Grade AI?
Let's discuss how we can deliver the AI capabilities you need without the compromises.
Get in Touch