Move from experimentation to production quickly and confidently with Machine Learning Operations (MLOps)
Machine Learning (ML) represents a significant market advantage for organisations that can harness it. But success hinges on the ability to make ML operational, repeatable and scalable – enter MLOps.
Increase Machine Learning productivity
Kainos combines ML, DevOps and Data Engineering technical expertise to standardise your ML models for production cloud deployment:
- Create repeatable model templates from experiments to production that can be repurposed and reused across multiple ML solutions
- Increase the speed of model deployment, iterations, and fixes
Standardise through MLOps to increase speed, reduce costs and drive alignment
We help you ramp up quickly with a tried and tested framework of playbooks and models for accelerating the deployment of data science projects into enterprise architecture.
- Drive alignment between data science, engineering and operations teams
- Accelerate the move from experiments to production
- Enable the fast creation of new ML models
- Reduce costs through better resource efficiency
- Embed transparency and explainability by enabling auditing of model predictions
Reduce the risk of failure through automated continuous testing and monitoring
Our experts build in ongoing testing and monitoring, and automatic triggering and alerts for production models.
- Maintain the quality and security of data
- Limits the impact of model drift and degradation
- Ensure evolving data assets can be monitored alerted, maintained and retrained regularly in production
Harness the power of cloud to scale data science
We enable organisations to transform the operational gains from data science by adopting ML in the cloud.
- Provision end-to-end tooling for production ML in the cloud, embracing automated ML DevOps pipelines
- Leverage best practice guidance to understand and compare the options available; across leading cloud providers and open source ML tooling
See how we can help your business
Looking to digitally transform your business? Get in touch to see how we can help you.
Expertise
“We approached Kainos with the idea of using AI to automatically extract the information we needed from KIIDs. Kainos’ AI team had fantastic experience with document analysis and NLP and they delivered the project perfectly!”
Darren Burrows
Founder and CEO
Funds-Axis
“As part of our ongoing strategic aims to become the world leading digital land register, the automated document comparison project has been a successful first step in our journey towards embracing artificial intelligence to improve our service and enhance how our employees work.”
HM Land Registry
Our People
