Pythian Machine Learning Services for Continuous Transformation
Machine learning requires a team. Our data scientists, engineers and developers use their cutting-edge experience, deep machine learning and artificial intelligence understanding, and advanced analytics and programming skills to plan, build, deploy and manage your ML projects. From use case prioritization, to model creation and training, to operating your models at scale, and post-implementation performance monitoring and enhancements, we’re with you for the entire journey.
ML planning
Planning
- Define business goals and potential use cases.
- Identify gaps between “data” and “action.”
- Translate business use cases into ML problems and ML solutions.
Predictive modelling
POC-to-MVP
- Build ML models to make predictive decisions.
- Design, train and test ML models using cutting-edge model architecture and tools.
- Gain transformative positive effect of models in action.
Deploy and integrate
Application
- Integrate model outputs with various business-critical applications.
- Achieve data integration and model inference at scale.
- Operationalize production-ready ML through MLOps.
Manage and optimize
Automation
- Ensure ongoing consistency and repeatability of ML solution.
- Track solution performance, monitor alerts, refresh model.
- Feed future model building with solution automation.
Machine Learning Operations
- Leveraging best practices for best results
We help customers establish Machine Learning Operations (MLOps) tools and practices through the machine learning lifecycle–from consistently tracking experiments, to establishing production data pipelines, to moving models to production, to post-implementation performance monitoring and enhancements.
- Manage the unknown
Pythian splits projects into multiple phases to decrease uncertainty and maximize actionable insights at each stage.
- Maximize your opportunities
With our entrepreneurial approach we can solve your most pressing business problems and find and seize on new opportunities.
- Get complete solutions
We’re razor-focused on delivering complete AI software and solutions integrated into your business, data, and products.
Helping you every step of the way
No matter where you are in your journey, Pythian’s machine learning services can help.
Plot your AI roadmap
You have data, but no insights. We can help you discover how relevant business problems can be solved by machine learning. Engage Pythian to complete a business case and feasibility analysis.
Prove it, then model it
You have a clear business problem, relevant and clearly defined data, and ML metrics for success. Now it’s time to build your machine learning models. Engage with Pythian to build custom neural network architectures to test, deploy and scale.
Optimize your machine learning models
You’ve built basic machine learning models, but they don’t work or scale as well as you’d like. Meanwhile, you want to do less manual work to feed those models. Scale up the process with Pythian’s Machine Learning offering
Efficient, fine-tuned implementation
Your ML models are working, but they don’t operate at scale, take a lot of work to operate, retrain and deploy, and your basic pipelines aren’t yet integrated into existing applications. Pythian can get you there with ML Operationalization Assistance.
Data Security offerings for your Business
Pythian security solutions are specifically tailored and are highly effective in meeting your business objectives