Accelerating Databricks Migration with AI Agent Pods

As experts in both modern data and analytics platforms and innovative AI solutions, our team transforms the way enterprises operationalize their data with Databricks. Alongside our dozens of other data accelerators, Marlabs has also developed platform-specific AI agents for Databricks that work alongside our human consultants to slash the time, cost, and effort of migration.

Transformation That’s Worth It

Legacy data platforms slow down operations and stifle innovation. They require more manual effort, are less intuitive to work with, and don’t consistently produce trustworthy results. But the time and cost it takes to transition to a modern cloud ecosystem like Databricks can be taunting.  

That’s why we’re changing the game in how we implement Databricks migrations by developing human-led AI agents that work alongside our consultants to:

Cut time to implementation by 30%

Drive down costs for more affordable migrations

Eliminate downtime for continuous operations

Unlock modern, innovative potential

How Our AI Agents Revolutionize Databricks Migration

Our AI agent pods work hand-in-hand with our human consultants to deliver fast, accurate results. These human-led AI agents do more than automate routine tasks through robotic process automation—though they do that, too. They also uncover insights that drive strategic decision-making, use complex reasoning, and eliminate human error where it would otherwise be most common.  

At Marlabs, our AI agents and human consultants collaborate seamlessly, each amplifying the other’s strengths. We build our agents to fill specific roles on our teams, utilizing a breadth of models to develop multi-agent systems that fill every need.  

Some of the tasks our agents support in Databricks migrations include:
  • Data ingestion and ETL
  • Data quality and governance
  • Migration strategy and validation
  • Code conversion and optimization
  • Documentation
  • Project management

Why Databricks?

As a registered Databricks consulting partner with over 100 Databricks-focused team members, we’ve seen firsthand how Databricks empowers organizations to unlock the potential of their enterprise data. Databricks unifies data and supercharges AI initiatives like never before empowering people, processes, and technology through the combination of their revolutionary:
  • Data lakehouse approach
  • AI integrations and deployments
  • Data governance capabilities
  • Data democracy enablement
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The Differences Our Agents Make

Not only do our agentic AI pods accelerate Databricks migrations, but they also improve migrations by:

Reducing  costs

Not only are our solutions more affordable because of how quickly we can implement, but they also help you more quickly retire costly legacy systems.

Reducing errors

We keep both humans and AI doing what they’re best at while applying strict AI governance to minimize both human and machine error.

Increasing control

Our agents, paired with Databricks’ Unity Catalog, not only increase consistency in setting up your data governance but also automate continuous testing.

Unlocking Innovation

With Databricks’ industry-leading AI solutions, our team prepares your data with the future of your organization in mind.

Watch Our Agents In Action

Ready to accelerate your Databricks journey and enter the age of intelligent enterprises? Reach out to the Marlabs’ team today for a personalized demo of what’s possible for your organization.

Request your personalized demo today!

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