Discovery and Assessment
We start by evaluating the current data ecosystem. Our data can handle the
- Data sources analysis and assess consulting workflows
- Identify opportunities for Databricks optimization and implementation
- Assess the organizational readiness to adopt the Databricks consulting technology
Databricks Strategy Development
Then our Databricks consultants collaborate with your team and create a balanced strategy. Our consulting team can handle the following tasks.
- Align data capabilities with your US business goals
- Define use cases for unified ML, analytics and data engineering
- Set metrics to measure ROI and success
Databricks Architecture Design
In next step our team designs the consulting architecture and create the on-premises and multi-cloud Databricks environment. Our consulting architects can add.
- design data processing pipelines
- Plan for data governance in pipelines
Implementation Planning
To implement the Databricks system, Our consulting team prepare the roadmap and make your data journey successful. The key deliverables we handle
- Resource timelines and allocation for every phase
- Phased implementation plan for clear milestones
Setup Databricks Environment
After implementation, we set up the secure environment and configured data into it. We also handle
- Installation and configuration of Databricks Workspace and clusters
- Setup delta lake for smooth data management
- Implement MLflow for ML lifecycle management in your US organisation
Data Migration and Integration
Next, we handle data migration and smoothly migrate it to the Databricks system. Here what we handle
- Transitioning existing datasets to delta lake
- Integrate Databricks with current data tools
- Enabling real-time data streaming capabilities with consulting support
Performance Tuning and Optimization
Next, we perform optimization to enhance peak performance. Our databricks engineers handles the
- Fine-tune the SQL queries and Spark jobs for efficiency
- Autoscaling policies and optimizing cluster configurations
- Implement the best practices for cost management
Ongoing Support
Finally, our Databricks consultants empower your team to get support for Databricks and run it optimally. For this, we take care of the following things
- You can get hands-on training on Databricks features and practices
- Develops the custom documentation across the data environment
- Provides Databricks support, consulting and guidance for further improvement