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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.

AI/ML planning


  • 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.

Predictive modelling


  • 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

Enterprise Management

  • 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)

Business System Integration

  • SAP, Oracle, SFDC, etc integration for bi-directional data movement.
  • Unified workflow for business users.

High Accuracy, Industry Specific

  • 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.

Helping you every step of the way

No matter where you are in your journey, Pythian’s artificial intelligence and 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 AI/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 offerings.

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.

Know more and win more with Pythian Analytic Data Services