Valohai +
OCI AI Infrastructure

How Valohai brings full-lifecycle MLOps automation to Oracle Cloud Infrastructure

OCI AI Infrastructure offers powerful modular AI tools, including prebuilt models and developer APIs that make embedding AI fast and easy. But when enterprises need to operationalize machine learning at scale—across teams, workflows, and environments—Valohai fills in the gaps with full-lifecycle MLOps, reproducibility, and automation.

Automates the full ML lifecycle from training to deployment
Natively integrates with OCI compute, storage, and IAM
Ensures auditability and versioning across all experiments
Supports hybrid, multi-cloud, and on-prem deployments

Task-specific APIs for vision, language, and anomaly detection
Low-code tools for developers and analysts
Fast time to value for embedding intelligent features
Optimized for specific AI functions on OCI

Valohai and Oracle Cloud Infrastructure workflow chart

How Valohai Complements OCI AI Infrastructure

Valohai doesn’t replace OCI AI Infrastructure—it amplifies it. By orchestrating the infrastructure and automating the experimentation process, Valohai allows data scientists to fully leverage OCI AI Infrastructure APIs as part of a scalable, governed workflow.

Orchestrates complex workflows across OCI services with reproducibility and version control
Works seamlessly with OCI AI Infrastructure for inference and task-specific models
Bridges DevOps and data science with built-in automation and CI/CD
Ideal for regulated industries and teams scaling ML across business units

Built for a Multi-Cloud World

Valohai aligns with Oracle’s commitment to flexibility and customer choice by enabling hybrid and multi-cloud deployment options. Whether you’re running on OCI, on-prem, or across multiple public clouds, Valohai brings consistent MLOps orchestration and governance—giving customers freedom without friction.

Seamless workload portability across cloud environments
Unifies pipeline orchestration for hybrid ML strategies
Supports OCI-native services alongside external infrastructure
Is ideal for distributed teams and cross-region compliance

Who Benefits Most?

Enterprises using Oracle Cloud Infrastructure but lacking full MLOps lifecycle tooling
ML teams ready to scale from experimentation to production
Organizations prioritizing compliance, traceability, and team collaboration
Global teams needing unified infrastructure across cloud environments

Unlock SageMaker-like Capabilities—on Oracle Cloud Infrastructure

Valohai brings SageMaker-style orchestration, auditability, and automation to OCI—without vendor lock-in. Together with OCI AI Infrastructure, you get modular AI capabilities and full-lifecycle MLOps in a single, streamlined ecosystem.

Want to see it in action?