Assess. Apply. Accelerate with Pythian Machine Learning Services
Use artificial intelligence and machine learning (AI/ML) across your enterprise—to identify hidden insights, produce recommendations, detect anomalies, evaluate and optimize options, automate manual activities and more. Pythian can help you connect your business priorities to AI/ML projects, implement and scale these projects, and measure their business value—we support your entire AI/ML lifecycle.
Pythian Machine Learning Services for Continuous Transformation
Artificial intelligence and machine learning(AI/ML) requires a team. Our data scientists, engineers and developers use their cutting-edge experience, deep AI/ML understanding, and advanced analytics and programming skills to plan, build, deploy and manage your AI/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.
- Define business goals and potential use cases.
- Identify gaps between “data” and “action.”
- Translate business use cases into AI/ML problems and solutions.
Deploy and integrate
- Integrate model outputs with various business-critical applications.
- Achieve data integration and model inference at scale.
- Operationalize production-ready AI/ML through MLOps.
- Build AI/ML models to make predictive decisions.
- Design, train and test AI/ML models using cutting-edge model architecture and tools.
- Gain transformative positive effect of models in action.
Manage and optimize
- Ensure ongoing consistency and repeatability of AI/ML solution.
- Track solution performance, monitor alerts, refresh model.
- Feed future model building with solution automation.
Key Generative AI Capabilities
- Integration with Data Governance, Vendor Management, and InfoSec standards.
- Managed access.
- Centralized logging & reproducibility.
- Separation of data for training & resultant output in policy application.
- Understanding of regional requirements.
- Integration with Data Governance tools.
- Rollback & ability to forget.
- Exclusion in training when executing. (Copyright protections)
- SAP, Oracle, SFDC, etc integration for bi-directional data movement.
- Unified workflow for business users.
- Pre-trained models, specific to business process and industry.
- Ability to augment with proprietary data for training.
- Ever growing specificity for regionality, language, process & regulation.
See how our machine learning services can work for you
Pythian’s data scientists helped Schnucks develop a machine learning model to predict shopper likelihood to buy certain products. The 12-week proof of concept gave the Schnucks team the opportunity to learn the platform and absorb Pythian’s analytic approach in a collaborative environment.
AI/ML keeps world’s biggest trucks rolling
Teck, a major mining company, needed to optimize haul truck operations by predicting failures. With access to a vast amount of IoT (Internet of Things) data from operating machines, Teck partnered with Pythian to leverage AI/ML and produce unique actionable insights.
AI/ML Journey Service Packages
No matter where you are on your AI/ML journey or where you'd like to take your organization next, you need to partner with a team of experts that has the experience and suite of services to meet you where your needs are and set you up for success in taking that next step. Pythian has the track record to back up our approach and the strategic services to empower your vision of the future. Pythian's SMEs are ready to support your team in leveraging AI/ML with these services.