A scaling SaaS company needed to go from AI proof-of-concept to production-grade ML pipeline. Internal team had the domain knowledge but lacked the engineering depth to productionize.
One Studio Consultant took end-to-end ownership. Designed the ML pipeline architecture, built the data orchestration layer, and implemented monitoring and automated retraining. AI-amplified the documentation and testing process.
Production-ready ML pipeline delivered in 8 weeks. Model serving 50K+ daily predictions with 99.7% uptime. Internal team fully onboarded and self-sufficient.