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Streamline the AI lifecycle

Accelerate and automate every step of building and managing production-ready AI/ML apps

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Address the diverse needs of users who build, manage, and monitor AI initiatives

Our Insight Designer (Refract) simplifies the journey of everyone involved in the AI lifecycle by accelerating model building and training, validation, deployment, monitoring, and governance–shortening time to market and improving AI accuracy and trustability.

Get more value as you move from data to decisions

Greater flexibility

Enable data scientists to innovate with AI/ML via support for a variety of IDEs, ML frameworks, toolkits, and programming languages.

Increased productivity

Standardize and automate ML engineering , MLOps, and governance to support repeatability and auditability.

Reduced complexity

Provide persona-specific access to relevant capabilities and workflows while leveraging a single, integrated AI platform.

Optimized infrastructure usage

Dynamically allocate compute resources based on requirements, ensure resource accountability across the lifecycle, and lower costs.

Manage your entire ML pipeline at speed

Leverage the best AI frameworks and templates to prepare, build, train, and deploy high-quality ML models.

ML model building

Develop statistical, AI/ML, and generative AI data models that enable cross-functional teams to effortlessly derive deep insights.

ML pipeline building

Productionize models by building ML pipelines for feature engineering, training, retraining, and inferencing through a repeatable development process.

ML model validation

Assess accuracy, bias, auditability, cost-effectiveness, and other dimensions to identify issues before deploying them to production.

ML model governance

Understand model performance in production by observing dimensions such as infrastructure usage, API calls, quality, and drift to ensure value delivery.

GenAI for
Insight Designer

Gather insights and identify features using natural language prompts. Automatically generate code for building and registering ML models using any of your datasets.

img_insight designer_GenAI for Insight Designer

If you create AI solutions, our Insight Designer will enhance outcomes for you

  • Data Scientist
  • ML Engineer
  • MLOps Engineer
  • Model Governance Officer
  • Model Quality Controller
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Data Scientist

img_insight designer_your role_data scientist-min

Collaborate seamlessly with cross-functional teams via a customizable, self-serve workbench that makes available the finest AI frameworks, simplifying and accelerating the task of innovating together.

ML Engineer

img_insight designer_your role_ML engineer-min

Accelerate model deployment and optimize AI models for superior performance, lower latency, and more efficient memory usage, reducing the complexities of infrastructure scaling and multi-environment deployments.

MLOps Engineer

img_insight designer_your role_ML Ops engineer-min

Seamlessly monitor model performance, eliminate model drift and bias, and perform maintenance and debugging on all of their AI models across a single pane.

Model Governance Officer

img_insight designer_your role_Model governance officer-min

Break down governance silos and implement a comprehensive model and data governance framework across the enterprise to have a uniform single version of the truth across various models.

Model Quality Controller

img_insight designer_your role_Model Quality contoller-min

Establish a standardized model validation framework for seamless model deployment, thereby enhancing model performance by ensuring data quality, accuracy, and completeness with trustworthy AI.

TALK TO AN EXPERT

Get inspired

See how your peers operationalized ML at scale to create the value they want consistently

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Enterprise Risk Management for a leading global financial services organization

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Alexa Show targeted, relevant advertisements https://www.oracle.com/legal/privacy/marketing-cloud-data-cloud-privacy-policy.html To opt out: http://www.bluekai.com/consumers.php#optout
Eloqua Personalized email based interactions https://www.oracle.com/legal/privacy/marketing-cloud-data-cloud-privacy-policy.html To opt out: https://www.oracle.com/marketingcloud/opt-status.html
CrazyEgg CrazyEgg provides visualization of visits to website. https://help.crazyegg.com/article/165-crazy-eggs-gdpr-readiness Opt Out: DAA: https://www.crazyegg.com/opt-out
DemandBase Show targeted, relevant advertisements https://www.demandbase.com/privacy-policy/ Opt out: DAA: http://www.aboutads.info/choices/
LinkedIn Show targeted, relevant advertisements and re-targeted advertisements to visitors of LTI websites https://www.linkedin.com/legal/privacy-policy Opt-out: https://www.linkedin.com/help/linkedin/answer/62931/manage-advertising-preferences
Google Show targeted, relevant advertisements and re-targeted advertisements to visitors of LTI websites https://policies.google.com/privacy Opt Out: https://adssettings.google.com/ NAI: http://optout.networkadvertising.org/ DAA: http://optout.aboutads.info/
Facebook Show targeted, relevant advertisements https://www.facebook.com/privacy/explanation Opt Out: https://www.facebook.com/help/568137493302217
Youtube Show targeted, relevant advertisements. Show embedded videos on LTI websites https://policies.google.com/privacy Opt Out: https://adssettings.google.com/ NAI: http://optout.networkadvertising.org/ DAA: http://optout.aboutads.info/
Twitter Show targeted, relevant advertisements and re-targeted advertisements to visitors of LTI websites https://twitter.com/en/privacy Opt out: https://twitter.com/personalization DAA: http://optout.aboutads.info/
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