MLOPS SERVICES
WE BRIDGE DATA SCIENCE AND SOFTWARE ENGINEERING FOR ENHANCED COLLABORATION AND BUSINESS VALUE
10x Business Value Using MLOps
Machine learning (ML) is maturing from research to applied business solutions. However, the grim realityis that only a handful of companies using ML have successfully deployed a model in production to enhance their business processes (and get value out of it), reported by Stanford AI index Report 2021. What makes it so hard? It is the limitations posed by tradition ways of developing software such as agile, devOps etc (which are good at developing deterministic software but not made for developing intelligent and non-deterministic software driven by ML). MLOps is changing that, let’s see how.
Maximizing Business Value Through MLOps
- Improved capabilities to analyse, extract, transform and load big data
- Develop ML models that generate business value
- Automate deployments using CI-CD.
- Monitor the goodness or outputs of AI models generating business value in Realtime.
- Faster AI innovation cycle. From years to months (if not weeks/days) for getting a new or improved AI capability to customers. Ability to perform quick and scalable ML experiments.
- Enterprise grade operations using AI. End to end pipeline.
- Make repetition easier by using reusable components
- Track changes and versioning of data and code
- Compare models and diferent artifacts
How to enable MLOps in your company?
Discovery and roadmap (1-2 months)
We will map out the pain points and present solutions are roadmap to enable MLOps in your organizations. As a result of this exercise, we will discover the process, components for AI platform (architecture) and have a clear roadmap for development.
AI platform and MLOps setup and pilot (5-8 months)
We will develop and setup an AI platform (open source or cloud based or on-premises) to enable MLOps in your organization. Pilot 1-2 use cases to validate the AI platform workflow. As a result you will get to see the rate of automation and optimization using MLOps in your organization.
Enterprise grade ML operations (10-12 months)
We will help you scale up your operations to support majority of your business operations and use cases. You will exponentially improve your rate of automation and optimization of your business.
We Deliver Exceptional Results
for Our Clients
Our clients consistently appreciate our commitment to technical excellence, product engineering wonders,
and the tangible business blessings they have achieved by partnering with us.
and the tangible business blessings they have achieved by partnering with us.
Get In Touch With Us!
Address
Airevalley Business Centre, Unit 6, Lawkholme Lane, Keighley W Yorkshire, BD21 3BB
Voice Support
+44 (0)153 560 1704
Online Support
info@ssoftwareltd.com
