Professional Services
Deploying AI into production can be difficult… but it doesn’t have to! We can help you create your ultimate AI system. Manageable, understandable, scalable and engineered for the future. Get access to expert know-how and save years of development effort.
Let us help you and the team be AI Superheroes.
What you’re getting
Service Offerings
Project Consulting
It happens to even the best of us. You have tons of models with countless versions and ever changing data sets. Dependencies constantly introduce breaking changes. 😫
Or maybe you’re dealing with integrations between API’s that are constantly evolving. We might not be able to eliminate those pains but we can at least help organize and make sense of it all. Once organized, we can then build durable pipelines ready to deal with the ever changing environment.
Our Process
Our focus is delivering real ROI for AI projects
Our process ensures you get it!
- Scope the project. We have a thoughtful questionnaire that will help shape the engagement.
- Take inventory of the data sources, scripts, notebooks, languages, dependencies and API integrations.
- Create a high level end-to-end graph of the stages of the process.
- Containerize and version each stage into Algo steps.
- Create Algo metadata for inputs, outputs, parameters and other descriptors.
- Design the pipeline:
- Setup data sources and file system repositories.
- Define schemas for all data records.
- Configure all production parameters and API integrations.
- Create the pipeline graph.
- Create the deployment plan:
- Determine node resource requirements.
- Setup auto-scaling configuration.
- Create a Continuous Integration process to enable pipeline updates.
AlgoRun Setup
Let us setup the cluster for you so you can focus on data science.