Reimagine data management

Address your pressing data challenges with a holistic solution

Overview

Build, scale and govern AI models with a data fabric

AI insights require the right data, automated modeling tools and governance to ensure transparency and trust.

Automated data orchestration, model building, deploying and governance can negate risks and help drive accuracy, accountability and responsible AI.

How it’s used

Data access and management

Openscale Mortgage Model Fairness dashboard

Right data, at the right time for the right user

Provide a complete view of relevant, quality and secured data, ready for permission based, self-service analysis.

AI lifecycle management

Openscale Mortgage Approval dashboard

Automate the AI model lifecycle

Implement MLOps, decrease human error and increase workflow efficiency for continuous model building and delivery.

Build trust in processes 

Openscale Mortgage Approval asset dashboard

Build and governed, explainable AI

Mitigate bias, risk and drift, ensuring transparency and explainability of results at each stage of the AI lifecycle.

Benefits 

Capabilities

Data integration

Activate business-ready data for AI and analytics with intelligent cataloging, backed by active metadata and policy management.   
 

Automate with MLOps

Automate manual tasks that data science must complete as they build and train predictive machine learning models across the entire AI lifecycle.   
 

Embedded decision optimization  

Enable data science teams to capitalize on the power of prescriptive analytics and build solutions using machine learning and optimization. 

Multicloud ready

Deploy AI projects across on-prem, on public and private clouds. Promote trust and confidence with trustworthy AI.

MLOps lifecycle governance 

Manage regulatory, compliance, risk and more. Keep AI models explainable and transparent. Minimize overhead of manual inspection and costly errors.   

Get the trial at no cost

Automate AI governance with a data fabric.

Included solutions

IBM Watson® Studio

Simplify model production from any tool, automate model retraining and monitor for accuracy.   

IBM Watson® Knowledge Catalog

Automate metadata collection and policy management. 

IBM OpenPages with Watson 

Identify, manage, monitor and report on risk and regulatory compliance across the model lifecycle.

Resources

Speed deep learning workloads

Optimize deep learning with IBM Cloud Pak® for Data.

Four use cases defining the new wave of data management

See which topics are most pressing and how a data fabric can help.

Explainable AI on IBM Cloud Pak for Data

Learn how to break down barriers to enterprise AI.