Transform Data Science with Mosaic AI in Databricks

zeb is reshaping the landscape by bringing Mosaic AI in Databricks to companies, offering them a unified and streamlined AI lifecycle—from data preparation to model deployment.

The Key to Unlocking AI Achieving

At its core, Mosaic ML simplifies and accelerates the AI journey. Whether it’s preparing data, training models, or deploying AI solutions, the platform ensures every step is efficient and effective. With zeb bringing this solution to its customers, businesses can:

Accelerate AI initiatives: Mosaic ML reduces the time-to-value for AI projects, enabling businesses to see results faster.
Ensure governance and security: Tools like MLflow and Unity Catalog provide robust governance, ensuring compliance and data integrity.
Seamlessly scale AI efforts: The platform’s flexibility allows businesses to adapt quickly to changing demands.

Why zeb Is the Partner You Need

Implementing Mosaic ML isn’t just about technology; it’s about strategy and execution. That’s why zeb is the partner to choose. With deep expertise in data science, AI, and enterprise transformations, zeb ensures organizations maximize the value of Mosaic ML by:

Fostering collaboration: zeb helps teams work seamlessly across departments, breaking down silos and driving innovation.
Optimizing resources: With zeb’s support, organizations can right-size their infrastructure to save costs without sacrificing performance.
Navigating compliance: zeb’s regulatory expertise ensures that AI initiatives remain secure and compliant with industry standards.

With zeb’s guidance, businesses can unlock the full potential of Mosaic ML and Databricks.
zeb CEO Mal Vivek sums it up like this, “Cutting-edge GenAI tools from Databricks give us the power to provide new insights and democratize data for our SuperInsight customers in an incredibly accelerated way.”

Ray Supercharges AI with Distributed Computing

A critical component of the Databricks platform is Ray, which distributes the workload and is adept at handling compute intensive tasks like running LLM models and reinforcement learning Ray enables organizations to handle large-scale, complex tasks efficiently by distributing computations across multiple nodes. This is especially valuable for:

Training models on massive datasets: Ray distributes the workload, speeding up training times.
Executing parallel computations: Its scalability allows businesses to run multiple experiments simultaneously.
Optimizing resource usage: Ray’s architecture ensures efficient utilization of computational power.
Complements Apache Spark Workloads: Ray, similar to Apache Spark is a framework design for distributed computing and complements that framework. Its native libraries and connectors allow it to be leveraged with PySpark and Spark-SQL foe easy adoption.
Governance and Control: Ray deployed on Databricks is compatible with Unity Catalog and can be used for lineage tracking, version and access control on the model ensuring better compliance and security.

With zeb’s expertise, businesses can seamlessly integrate Ray into their workflows, further enhancing the power of Mosaic ML.

Databricks Unified Platform:

Mosaic AI comes equipped with powerful tools that simplify AI development and deployment:

AIOps: Tracks and manages the entire AI lifecycle, ensuring reproducibility, change tracking and collaboration between Infrastructure and Business for deploying AI applications externally.
Unity Catalog: Provides centralized governance, making it easy to manage permissions and maintain compliance.
Model Serving: Enables real-time inferencing, delivering insights exactly when they’re needed.

zeb ensures these tools are implemented effectively, enabling organizations to deploy enterprise-grade AI with confidence.

The Results Speak for Themselves

zeb is revolutionizing how businesses approach data science, bringing them Mosaic AI in Databricks. By simplifying workflows, accelerating insights, and ensuring robust governance, zeb and Databricks empower organizations to stay ahead in today’s data-driven world.

Whether you’re looking to scale your AI initiatives, reduce costs, or make smarter decisions faster, Mosaic AI in Databricks—delivered by zeb—is the solution. Ready to see what’s possible? Let’s make it happen.