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What's New in Aible

The latest solution meets CIOs, CDOs, and business teams wherever they are on their AI journey - from AI-readiness, to data exploration with augmented analytics, and driving impact with optimized recommendations in end user applications.

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Augmented Data Engineering

Augmented data engineering features are now available with Aible Sense that allow you to combine, transform and clean your data. Leverage transformations like join datasets, deduplicate rows, filter rows, append rows, create derived fields, conditional if-then-else statements, pivot and unpivot, standard column updates (drop, rename, change type), etc. All of the transforms are maintained as code templates and only applied to the data when requested.

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Transformation Store

Once you create a complex data transformation you never have to do it again. Sense allows you to leverage transformations from existing datasets or transformation templates and apply to other datasets. Feature stores have become common in the market, and have always been a part of Aible. But, now we can templatize and reuse complex transformations such as pivot / unpivot.

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Evaluate multiple datasets

Instead of evaluating datasets one at a time, Aible helps evaluate multiple tables at once. Use Sense to figure out which dataset offers a stronger AI signal for your projects. For example, you may have hundreds of possible datasets available in your Snowflake instance. Want to quickly figure out which ones you should focus on to generate useful business insights or machine learning models? Just choose multiple tables/datasets and let Sense evaluate them all.

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The Power of Aible Explore, now in Tableau

Continuing with the “features that set you free” theme, all of the power of Aible Explore is now available inside AIble Extension for Tableau. Click on a visualization in Tableau and see what the dozens of models used by AIble think of the visualization: is it useful or misleading? What are the related visualizations Aible recommends that you look at? You can of course also just search for insights related to any variable or value.

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Aible MicroTasks For
Language & Vision

Aible MicroTasks now work for language and vision AIs as well, enabling true collaboration across personas for tagging, modeling, testing, and deployment. Aible simplifies using transfer and few-shot learning, thus avoiding expensive redundant training of language and vision models. Of course, where a model has to be trained from scratch, Aible supports that as well.

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Sense the power of your data

With zero upfront effort, Aible Sense allows you to automatically structure your data for AI training, perform data prep and enrichment and evaluate your data for AI-readiness, allowing your teams to leverage the data you have today to generate impactful recommendations.

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Explore what drives your business

Leverage guided data exploration and augmented analytics with Aible Explore, that helps business users visually understand business drivers, uncover root causes, and identify contextual insights in minutes.

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Optimize impact from every action

Use Aible Optimize to drive impact by aligning your strategy with tactical decisions at all levels via optimal recommendations and predictions in business applications, all within 30 days.

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User Engagement Monitoring

Aible allows business teams to see whether end users are accepting the AI recommendations of the AI, and understand the patterns to systematically improve engagement. Managers can see how AI alignment and business impact compare across the team and end users can see how their impact compares with peers. This brings transparency that helps the entire team collaborate towards guaranteeing impact for the business and driving overall user engagement.

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Bring Your Own Model (BYOM)

Data Science teams now have a complete solution for integration, monitoring, and measuring the impact of their carefully crafted models. Evaluate and optimize the performance of your own models, by configuring AI so that it creates business value under unique business circumstances. BYOM eliminates the tedious and expensive work of getting a model integrated to surface predictions and recommendations within your applications, monitor the outcomes, and get feedback from end users.

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Impact Forecasting

For the first time, generate forecasts that align to the cost-benefit tradeoffs of your business. Leveraging the ability to train and evaluate multiple models at once, forecasting with Aible considers a range of business conditions so that users can take actions that help drive business impact. Users can see exactly how the AI created the forecast and know which part is due to trends, cyclical patterns or other business factors.

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Embed AI in your favorite applications

With new connectors for the Boomi platform, enterprises can now leverage Aible with 1500+ applications and technologies. Business teams can easily access data from the most popular sources including Snowflake, Google Bigquery, Teradata, DB2 and more. You can embed AI recommendations directly into front-end applications including SAP, Oracle Netsuite, Salesforce, Marketo and lots more - within hours.

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AI that spans the entire enterprise

Enterprises no longer need to operate in separate silos. With Aible, teams can easily link projects that impact each other to balance and optimize AI recommendations across related functions.

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Assure AI Fairness

New in Aible Enterprise, customers can now remove bias and ensure fairness with AI by proactively defining fairness objectives. With Aible Enterprise, you can now proactively avoid bias rather than reacting to it after the fact and still not solve the fundamental problem.

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Natural Language and Vision Services

New Natural Language and Image Processing features are available Aible Enterprise which now allows teams to capture intelligence from a wider set of sources. Unique with Aible, enterprises can leverage the services with end-to-end automation and without manual tagging requirements, avoiding time-consuming and error-prone processes.

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Empowers everyone with the fastest speed to value

Go from raw data to AI recommendations in hours - with your existing teams, skills, and resources. Easily track and audit the parallel actions of everyone from business users to IT and data science teams, as they contribute across the end-to-end workflow of AI - without ever having to develop a new skill set or wait on each other.