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AIOPS.D™

Autonomous Data Operations

A suite of integrated microsolutions streamlining information management and improving data accuracy and quality.

What is Autonomous Data Operations?

AIOPS.D™ Autonomous Data Operations streamlines information management by utilizing machine learning (ML) and artificial intelligence (AI)-driven microsolutions.

It autonomously detects data discrepancies and rectifies them, while also generating new accurate data based on detected patterns. The solution leverages AI-powered data healing to predict trends and provide actionable insights, empowering end users to make informed decisions.

95%

Increase in data quality as the ML models mature with self-healing data

75–85%

Reduction of manual master data entry by self-generating data

75%

Reduction in data operations costs due to autonomation

Up to 75%

Acceleration in master data creation and maintenance driven by Generative AI autonomous operations

Explore Additional AIOPS.D™ Microsolution Offerings

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AIOPS.D™ Data Operations Microsolutions in Action

AIOPS.D™ Data Management Vendor + Material leverages AI and ML models to automate, create, validate, and correct vendor and material data fields.

The solution is enterprise resource planning (ERP) agnostic, which helps to match existing vendors and materials while concurrently generating new ones using third-party and historical data.

It also preforms data management tasks such as creating, updating, or deleting a master record autonomously. This solution helps to establish clean and accurate master data records.

Key features:

  • Self-generating algorithms generate data based on user behavior and historical data
  • Integrated data vault provides a comprehensive data repository
  • Business rule repository provides best-in-class industry data management rules

Value delivered:

  • Up to 85% reduction in time spent on troubleshooting
  • Up to 75% reduction in data operations costs
  • Streamlined data management processes, reduced lead times, and higher data quality

AIOPS.D™ Autonomous Plant Data Management, enhanced by AI/ML and GenAI, not only simplifies and speeds up the management and maintenance of ERP data, but also leverages autonomous processes for task execution.

The solution ensures efficient, error-free operations through the configuration, validation, and activation of materials.

Key features:

  • Uses historical data for future configuration and field pre-population
  • Leverages a Sentence Transformer model to collect user input, then suggest existing plant configurations, based on weighted similarity score across key attributes
  • Enables non-deterministic recommendations based on calculated similarity
  • Incorporates ChatGPT-4 and NLP for intuitive chat interface

Value delivered:

  • 60%+ reduction in manual user touchpoints
  • 80%+ reduction in processing screens
  • Real-time connectivity established with SAP

AIOPS.D™ Data Operations Potential Benefits

AIOPS.D™ Autonomous Data Operations integrates internal and external data sources to generate key data attributes and improve data consistency, accuracy, and quality. This reduces the need for multiple data entry points, fostering improved data synchronization, clean and accurate master data records, and real-time decision-making.

One platform. One approach

With AIOPS.D™, everything needed to move from automated to autonomous is in one place. All microsolutions are hosted on a unified platform, allowing organizations to select the optimal mix of as-a-service solutions to achieve process autonomy without logging in to multiple systems to access them.

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