IBM taps AI for new workflow automation and data migration tools


Join Transform 2021 this July 12-16. Register for the AI event of the year.


This week during its Think conference, IBM unveiled AI-driven products across its portfolio of enterprise platforms. Mono2Micro, a new capability in WebSphere, taps AI to streamline cloud app migration. Watson Orchestrate helps to automate work in business tools from Salesforce, SAP, and Workday. Meanwhile, an updated IBM Cloud Pak for Data ostensibly reduces the cost and complexity of curating data for AI and machine learning workloads.

The AI industry booming, with research commissioned by IBM finding that almost one-third of businesses are using some form of AI and machine learning. By 2027, the global AI market is expected to be worth $733.7 billion, according to Grand View Research. But while recent advances in the technology are making AI more accessible, a lack of skills and increasing data complexity remain top challenges.

Mono2Micro

The new Mono2Micro service in WebSphere Hybrid Edition, IBMs app and integration middleware, optimizes apps and workloads to run in hybrid cloud environments on Red Hat OpenShift. Mono2Micro refactors apps to move them to the cloud, restructuring existing code without changing its behavior or semantics.

IDG reportsthat the average cloud budget is up from $1.62 million in 2016 to a whopping $2.2 million today. But cloud adoption continues to present challenges for enterprises of any size. Aseparate Statista survey identified security, managing cloud spend, governance, and lack of resources and expertise as significant barriers to adoption.

As IT complexity grows with increased adoption of hybrid cloud, enterprises are looking to bring in the power of AI to transform how they develop, deplo, and operate their IT, IBM wrote in a blog post. A significant challenge that CIOs face is that many of their core applications were written for an on-premises world and they can have hundreds to thousands of legacy applications that need to be modernized and moved to the cloud.

Mono2Micro uses machine learning and deep learning to analyze large enterprise Java applications. The analysis produces two alternative refactoring options for an application, which can be explored in graphs and reports for transparency and explainability.

Watson Orchestrate

The newest member of IBMs Watson family, Watson Orchestrate, is designed to give workers across sales, human resources, operations, and more the ability to perform tasks faster. By interacting with existing enterprise systems, Watson Orchestrate can complete to-do list items like scheduling meetings and procuring approvals.

WhenMcKinsey surveyed 1,500 executives across industries and regions in 2018, 66% said addressing skills gaps related to automation and digitization was a top 10 priority. Forrester predicts that 57% of business-to-business sales leaders will invest more heavily in tools with automation. And thats perhaps why Salesforce anticipates the addressable market for customer intelligence will grow to $13.4 billion by 2025, up from several billion today.

Users can interact with Watson Orchestrate using natural language the software automatically selects and sequences prepackaged skills needed to perform a task, connecting with apps, tools, data and history on-the-fly. For example, a sales director could ask Watson Orchestrate to monitor business opportunities, send an email alert when a deal progresses, and set up a meeting with the respective sales lead to discuss the next steps.

Waston Orchestrate also understands and maintains context based on organizational knowledge and prior interactions. Concretely, this means that it can act on information informed by a users preferences, like a preferred business application or email contact.

Watson Orchestrate comes on the heels of acquisitions to expand IBMs automation capabilities including WDG Automation, Instana, MyInvenio, and Turbonomic, signaling the companys ambitions in the enterprise automation space. According to IBMs data, 80% of companies are already using or plan to use in the next 12 months automation software and tools.

Watson Orchestrate is currently available in preview as part of IBMs Cloud Paks for Automation.

Cloud Pak for Data

IBM introduced Cloud Pak for Data three years ago as a way to give enterprises the capabilities to apply AI to data across hybrid cloud environments. Beginning this week, the service is gaining new AI-powered functionality including AutoSQL, which automates the access, integration, and management of data without having to move it.

Managing data is highly complex and can be a real challenge for organizations. A recent MIT and Databricks survey of C-suite data, IT, and senior tech executives found that just 13% of organizations are delivering on their data strategy. The report concluded that machine learnings business impact is limited largely by challenges in managing its end-to-end lifecycle.

AutoSQL uses the same query engine across sources including data warehouses, data lakes, and streaming data. Its a part of an intelligent data fabric that leverages AI to orchestrate data management tasks, discovering, understanding, accessing, and protecting data across environments. The new fabric unifies disparate data into a unified view. And it aims to ensure that data can be accessed without jeopardizing privacy, security, or compliance.

Data quality and integration become major issues when pulling from multiple cloud environments, IBM wrote in a blog post. With the new data fabric and AI capabilities, [were] delivering what we expect to be a significant differentiator for customers by completely automating the data and AI lifecycle the potential to free up time, money and resources and connect the right data to the right people at the right time, while conserving resources.

Another part of the intelligent data fabric, AutoCatalog, taps AI to automate how data is discovered and maintain a real-time catalog of assets from across enterprises. Meanwhile, AutoPrivacy another data fabric component automates the identification, monitoring, and enforcement of policies on sensitive data across organizations.

The upgraded Cloud Pak for Data is available to customers starting today.

VentureBeat

VentureBeat’s mission is to be a digital town square for technical decision-makers to gain knowledge about transformative technology and transact.

Our site delivers essential information on data technologies and strategies to guide you as you lead your organizations. We invite you to become a member of our community, to access:

  • up-to-date information on the subjects of interest to you
  • our newsletters
  • gated thought-leader content and discounted access to our prized events, such as Transform 2021: Learn More
  • networking features, and more

Become a member



Source link

Leave a Reply

Your email address will not be published. Required fields are marked *