Industrializing Data Science

We make MLOps software to manage machine learning models and create well-governed analytics factories.

Who We Are?

Architects • Engineers • Business Experts

JUMP offers tailored software solutions and advisory to assist organizations industrialize advanced analytics.



What we do?

Industrializing Data Science

Our references

Selected engagements in 2019 and 2020

JUMP model manager

Industrialize your analytics with minimal disruption and cost

JUMP MLOps software brings best practices from software development into data science in order to manage the full lifecycle of machine learning models by standardizing, facilitating and overseeing their development, deployment and performance.

JUMP uses open-source technologies and adapts seamlessly to client environments to minimize integration efforts.

The software:

• Configures missing analytics factory components and enables missing capabilities

• Streamlines and standardizes machine learning model’s journey between the components through tailored workflows that connect business, data science and IT.

• Governs the system

Rich features

• Organization of the ML work process into streamlined, customized workflows
• Control and change tracking over model code, teamwork and code reviews
• Tracking of model metrics, hyperparameters etc. to support model improvement and selection
• Fast and scalable model serving
• Monitoring of model usage and performance, alerting
• Interpretations for model output
• Facilitation of automated build, test and deployment

Unique value

• Shortened time to deployment in production
• Continuous improvement in quality of deployed models
• Auditability
• Increased transparency and tighter collaboration between Business, Data Science and IT

Get In Touch

Data • Cloud • Machine Learning

Phone Number

+45 29 79 77 45

Email Address

mp@jump.as

Address

Classensgade 17, 2100 København Ø