MLOps

Boost your organization's AI and ML usage with an innovative MLOps program that blends creative data science with trusted engineering

Challenges
We Help Solve

We co-create innovative solutions that drive meaningful impact

Accelerate product development cycles with faster development and deployment of models

Reduce operational costs by automating repetitive tasks and optimizing resource usage

Improve model performance through continuous monitoring and tuning of models

Meet regulatory compliance requirements through data governance

Manage different versions of models and the data they were trained on

Results That Matter

99.2%

Reliability in model

30+

Models productionalized to deliver real time insights

80%

Reduction in Cloud Costs from MLOps redesign

3 million bidding decisions made per second, leveraging MLOPs - driving millions in daily revenue

Our
Services

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Data Science Lifecycle Design

Define and implement an application development lifecycle tailored for data science projects. Educate teams, and implement in scope management system (ex: Azure DevOps, or Jira + github).

MLOps Platform

Design and implement MLOps platform supporting your Data Science lifecycle. Specifically including experiment management, feature store, and cloud processing environment. Key considerations are performance, monitoring, and drift detection.

Feature Store And Metric Store

Implementation, production deployment and/or maintenance of new feature and metric stores or implement a 3rd party feature store such as Databricks into the MLOps platform.

Scalable Production Deployment Of Models

Data science models are often developed with small data and encounter various problems when deployed into production to run on a big data. We have significant experience in making sure the models are tested in a distributed environment. We consider necessary factors to ensure that the models run successfully on real production environments.

Our
Approach

Utilizing our BI expertise, we provide tailored, data-driven strategies that boost performance and growth, with comprehensive support from start to finish.

Results That Matter