What we do
End-to-end technology solutions.
From software architecture to hardware procurement — but the heart of what we do is AI/ML, deployed wherever it belongs.
AI / Machine Learning
From idea to a model running in production.
We build machine-learning systems end to end — and we run them wherever they need to live: on your own hardware, at the edge, or in the cloud. We'll also tell you, honestly, which is cheaper.
- Discovery & feasibility — is ML even the right tool? Honest scoping before spend.
- Data engineering — pipelines, labeling strategy, feature stores; the unglamorous 80%.
- Classic ML — forecasting, anomaly detection, recommendations, classification.
- LLM & RAG systems — retrieval over your data, agents, structured extraction.
- Fine-tuning & adaptation — when prompting and RAG aren't enough.
- Computer vision — detection, QC, OCR, including edge deployment.
- Model deployment — cloud (AWS/GCP) and self-hosted open-weights on your GPUs.
- MLOps — versioning, monitoring, drift detection, retraining, cost control.
- Cost optimization — cloud ↔ self-hosted analysis and the break-even math.
Where your models run
Most agencies are cloud-only. We're not.
The right answer depends on your data, your load, and your budget — and sometimes it's a hybrid. We'll model it with you.
| Where | Best for | Models | Watch out |
|---|---|---|---|
| On-prem / Your hardware | Max privacy, regulated data, steady load | Open-weights (Llama/Mistral-class) | Capacity planning, ops burden |
| Private cloud (your VPC) | Privacy + elasticity | Open-weights + managed | Setup complexity |
| AWS | Scale, breadth of services | Bedrock + self-hosted | Per-token cost at scale |
| Google Cloud | Data + ML tooling (Vertex) | Vertex AI + Gemini + self-hosted | Lock-in to GCP services |
The full catalog
Everything we build and deliver.
AI / Machine Learning
Models in production
Product Scope / Investigation
Discovery & planning
UI/UX Design
Interfaces that convert
Web Development
Full-stack applications
Custom Software
Tailored to your business
Data Analytics
Insights from your data
Dedicated Team
Your team, our talent
IT Outstaffing
Scale without hiring
Software Outsourcing
End-to-end delivery
Our stack
Technologies we use.
AI / ML
Cloud
Backend
Data
Frontend
DevOps
Technology trading
Reliable hardware. Global supply.
CASATONA sources and supplies computer hardware and electronic components for businesses worldwide — vetted suppliers, individual quotes for every order, streamlined logistics.
Send request
Share your component list or requirements
We source
We locate verified suppliers globally
Sourcing confirmation
Availability, lead time, and a proposal tailored to your order
Delivery
Logistics handled, tracking provided
Let's talk about your needs.
Whether it's a software project or a hardware order — reach out and we'll respond within one business day.
Contact CASATONA