The Databricks ML Connector is the most recent characteristic of Domo’s AI Mannequin Administration platform. It’s a simple however highly effective approach to join your Databricks fashions straight inside the Domo atmosphere.

You’re bringing the mannequin on to your knowledge in your present, safe atmosphere. Your knowledge doesn’t get uncovered, and also you’re protected against all of the dangers related to public fashions. And also you’ll be extra assured within the output’s reliability and validity as a result of you understand how the mannequin is being educated.  

Right here’s the opposite profit: Domo can construct, practice, and run fashions in your pre-existing, safe, and trusted atmosphere. For those who’ve already set that atmosphere up, you received’t want to speculate time and sources into constructing it once more. This integration means now you can use your Databricks-developed AI fashions to complement your operational knowledge in Domo, turning advanced algorithms into sensible enterprise insights simply and successfully.  

Domo’s full-stack knowledge platform additionally makes it doable to wire your Databricks fashions as much as apps and options constructed inside Domo. These options, in flip, could make your enterprise extra environment friendly, productive, and inventive by: 

• Uncovering new insights that couldn’t be discovered by means of statement alone 
• Answering questions you didn’t know to ask earlier than 
• Making contextual suggestions on what to do subsequent primarily based on previous efficiency  

Think about the probabilities. For example, you can use AI to enhance the way you help your prospects or get higher at predicting what’s going to occur in your market. You can make your every day operations run extra easily and well, because of predictive analytics. All this may occur proper inside your Domo atmosphere or your Databricks atmosphere, making issues simpler for everybody concerned. 

Bridging the hole: Knowledge science meets enterprise technique 

AI know-how is evolving quick, and new media tales appear to come back out day-after-day about new options, new start-ups, and new instruments. Most of us are curious—however many people are nonetheless ready within the wings. We’re questioning when it’s the correct second to leap in, and the way we will create enterprise worth by means of AI—not simply an hour spared right here and there.  

The Databricks ML Connector might be your place to begin for making use of AI to the true, urgent challenges your enterprise faces—so to remedy advanced points, optimize operations, and drive development.

The excellent news is that we’ve made integration as frictionless and simple as doable, because of our easy-to-use interface. With each characteristic and product, our purpose is to offer worth to your enterprise. The Databricks ML Connector does this by: 

Integrating fashions along with your knowledge 

This connector is all about making your knowledge and AI fashions work collectively cohesively. Now, you may host the fashions you’ve constructed and deployed in Databricks straight inside your Domo atmosphere, making a extra seamless connection between your knowledge and Databricks fashions.

By bringing these superior fashions proper to the place your knowledge lives, you’ll allow highly effective knowledge evaluation and insights era inside the safe Domo platform. 

Bridging the experience hole 

The Databricks ML Connector performs a key function in connecting your knowledge specialists with different enterprise areas. It removes the obstacles that always maintain knowledge scientists’ work within the shadows, serving to them higher collaborate with knowledge analysts and key decision-makers.

This implies the dear insights developed by knowledge scientists turn out to be a central a part of your enterprise technique, driving knowledgeable selections and fostering a extra data-driven tradition. 

Enhancing and enriching your Databricks fashions 

With this connector, you may rework your Databricks fashions from standalone analytical instruments into dynamic, integral elements of your enterprise operations. Integrating these fashions with Domo makes them extra accessible and actionable, able to be utilized in purposes and options that drive your enterprise ahead.

You too can enrich your mannequin with further knowledge that you may convey into Databricks by means of Domo, or expose the fashions to further knowledge that has been related to Domo. This integration turns your fashions from theoretical ideas into sensible, business-enhancing instruments. 

Streamlined management and safety 

You’re not simply integrating highly effective AI capabilities with the Databricks ML Connector; you’re additionally making certain that these capabilities are ruled by Domo’s trusted safety and administration protocols. This implies you may handle and management your Databricks fashions with the identical ease and safety you’re accustomed to in Domo, making certain knowledge integrity and compliance. 

Versatile mannequin administration and deployment 

The connector creates an area for managing and deploying your Databricks fashions. It simplifies the complexities usually related to AI mannequin administration, making it simpler to coach, deploy, and optimize your fashions. This streamlined strategy means knowledge scientists can focus extra on innovation and fewer on the logistics of mannequin administration. 

Empowering knowledge scientists  

The Databricks ML Connector empowers knowledge scientists by offering them with the instruments for authoring and versioning in Databricks. It additionally provides the flexibleness to convey these fashions right into a enterprise context in Domo. This can assist them translate their technical experience into tangible enterprise worth, enhancing their function and affect inside the group. 

Strive it out: Be a part of the open beta 

Wish to see how this might give you the results you want? We’re inviting you to be among the many first to discover the advantages of this integration. Be a part of the open beta of the Databricks ML Connector by emailing us at ai@domo.com. It’s an opportunity to see firsthand how this instrument can convey your knowledge insights to a brand new stage. You may sustain with Domo.AI’s beta releases right here.