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Connect, cleanse, and prepare data for data science, analytics, and AI projects at scale.
Empower people across your business to do more with data and AI, build projects faster, and work together, all in a shared and safe environment. With Integrity AI Solutions, everyone can get involved in data and AI projects on a single platform for design and production that delivers use cases in days, not months. No matter where they sit, they work in a safe and governed way that helps manage risk and create trust to drive high-quality outputs and value for your business.
Data preparation has traditionally been the domain of data and business analysts. With the new Generative AI Data Preparation tool, analysts and business users describe the data preparation steps they want, and the system automatically creates those steps as part of visual recipes. The results are easy to review for everyone using the data preparation job.
The Integrity AI Solutions flow provides a visual representation of a project’s data pipeline. It is the central space where coders and non-coders view and analyze data, add recipes to join and transform datasets, and build predictive models.
The flow records every step of the data pipeline so you can explain transformations to stakeholders with confidence. Automatic versioning and a timeline of recent actions make it simple to review or revert specific changes.
The visual flow also contains code-based and plugin elements for added customization and extensibility.
Integrity AI Solutions provides pre-built connectors to dozens of leading data sources both on-premises and in the cloud. Examples include Amazon S3, Azure Blob Storage, Google Cloud Storage, Snowflake, Databricks Lakehouse, SQL databases, NoSQL databases, HDFS, and more. Regardless of size, shape, or location, you can access all your data in one place.
Integrity AI Solutions provides easy-to-use visual interfaces for data analysis to join datasets, group and aggregate, clean, transform, and enrich data, all with a few clicks. You can even incorporate the latest Generative AI data prep techniques without code. Best of all, Integrity AI Solutions automatically documents all steps in a recipe as part of the visual flow.
If you’d rather code than click, create code recipes using familiar languages such as Python, R, and SQL, developed and edited in your favorite IDE. One of the benefits of data preparation in Integrity AI Solutions is that business and technical users can easily collaborate from a single location.
The powerful prepare recipe includes 100 built-in data transformers for common data manipulations like binning, concatenation and strings manipulation, currency and date conversions, geo-enrichment, and reshaping.
When it comes to transforming raw data, Integrity AI Solutions even suggests relevant functions for you based on the data’s type and values, taking some of the time-consuming work out of data preparation.
For custom transformations, write formulas using a spreadsheet-like expression language or Python code for ultimate flexibility. Reduce errors and rework by applying transformations to a data sample before applying them to your entire dataset.
Integrity AI Solutions now offers visual, no-code recipes including entity extraction, sentiment analysis, text summarization, and classification running on your preferred Generative AI services.
Building real AI-powered projects with LLMs (to power real-world business decisions) is fast and easy with Integrity AI Solutions recipes.
Integrity AI Solutions offers a wide variety of functions and tools to parse and enrich specialized data types such as geospatial data, time series, images, and text with additional metadata and structure.
Examples include geo joins and geocoding, time series resampling, text vectorization, a managed framework for image and text annotation, and much more.
Discover how Integrity AI Solutions Enables Business Experts
Beyond data preparation, explore how Integrity AI Solutions helps analysts and business experts.
Watch a Demo
Discover how analysts use Integrity AI Solutions to access, cleanse, transform, and visualize data — all in a single, easy to use platform.
Data Quality in Integrity AI Solutions
Learn how you can track, verify, and fix data quality so that you can deliver powerful (and trusted) insights.
Data Prep Tips & Tricks
Download an e-book containing practical solutions to common data preparation mistakes.
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