Caylent Accelerate™

Caylent Catalysts™

MLOps Strategy

Plan and implement an MLOps strategy unique to your team's needs, capabilities, and current state, unlocking the next steps in tactical execution by offloading the infrastructure, data, operations, and automation work from data scientists.​

Key Activities

01 — Discovery and Planning

Through a series of discovery workshops, we’ll review your current processes, technology landscape, and industry best practices for data engineering, model engineering, and runtime operations.

02 — Design

Based on your input, we’ll design data and process flows as well as architecture and implementation plans for infrastructure, data lake, feature store, data pipelines, analysis tools, model development environments, and monitoring.

03 — Implementation

Following our design collaboration, we'll summarize your data landscape, identify the top priority business cases to address, and craft an implementation plan to begin adopting MLOps.

Engagement Details

MLOps Strategy

Accelerate your cloud native journey

Leveraging our deep experience and patterns

Get in touch