We combine research-grade machine learning with modern engineering to ship smarter, safer, scalable software.
Crimson Owl Studio is an AI-focused development agency. We help startups and enterprises design, build, and ship production-ready AI systems — from data strategy and model development to MLOps and productization. Our work prioritizes reliability, interpretability, and measurable outcomes.
We prototype quickly then harden solutions with reproducible experiments and rigorous testing.
From data pipelines and model training to scalable inference and monitoring — we cover the whole stack.
Bias audits, privacy-preserving techniques, and safety reviews are part of our process.
We provide modular offerings that combine into full product engagements.
Idea-to-production development for AI features, SaaS products, and embedded intelligence. We handle design, data, model development, and deployment.
Novel model architectures, few-shot systems, and domain adaptation experiments to validate new approaches quickly.
Reliable pipelines, CI/CD for ML, drift detection, and model governance to keep models healthy in production.
Executive workshops, roadmaps, and data readiness assessments to accelerate adoption and align stakeholders.
How we made a money manager’s technology infrastructure as sophisticated as its investment strategies
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Customer Service GPT-based Agent saves $250k annually for the Osaka Beauty Retailer
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Leveraging intelligent monitoring to help counselors understand and support students’ social and emotional well-being
Read case study →Small, cross-functional teams of ML engineers, infra engineers, product designers, and PMs.
Lead ML Engineer — specializes in probabilistic models and scalable inference.
Product Designer — designs human-centered AI experiences and interfaces.
Engineering Manager — specializes in infra, MLOps, and observability systems.
How to set up model governance, versioning, and monitoring without slowing product velocity.
Optimizations, quantization, and design patterns for real-time systems.
Ready to build? Tell us about your project and we'll get back within 2 business days.
