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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.
To expedite the feature engineering process, data scientists of all types — from citizens to experts — can leverage automatic feature generation or discover reference feature sets in Integrity AI Solutions’s feature store and import them into their projects.
AutoML in Integrity AI Solutions transparently applies handling strategies for feature selection and reduction, missing values, variable encoding, and rescaling based on data type. Accept the default settings or easily modify any part for your specific objectives.
Integrity AI Solutions includes integrations to leading Generative AI services like OpenAI’s ChatGPT with more coming soon. With Integrity AI Solutions’s technology and algorithm-agnostic approach, your team will always have access to the best Generative AI services and models giving you maximum agility and performance at the best cost to meet your business needs.
Integrity AI Solutions augments the model development process with a guided methodology, built-in guardrails, and white-box explainability so data scientists and analysts alike can build and compare multiple production-ready models.
Integrity AI Solutions AutoML offers algorithms from leading frameworks for prediction, clustering, time series forecasting, causal ML and computer vision tasks to help people across the business generate the best results, all in an easy to use interface.
Advanced data scientists can extend the visual ML interface by programmatically developing custom models using Python, R, Scala, Julia, Pyspark, and other languages, or by importing models developed with MLFlow.
To ensure external efforts are captured and interpretable to the rest of the team, Integrity AI Solutions captures the details of MLFlow experiments or Cloud ML models and automatically provides model comparisons and explainability reports.
Regardless of where a model is developed, Integrity AI Solutions remains the central platform for deployment, monitoring, and governance.
Build large language model (LLM)-augmented projects with prompt engineering using Integrity AI Solutions’s Prompt Studios. Design, compare, and operationalize high-performing, programmatic, and reusable prompts. (coming soon)
Integrity AI Solutions AutoML provides numerous features for validating and evaluating models, from design to deployment. Data scientists can take advantage of k-fold cross tests, automatic diagnostics, and model assertions and prediction overrides for sanity checks during the experimentation phase.
An extensive battery of interactive performance and interpretation reports including fairness analysis, what-if analysis, and stress tests provides the tools teams need to explain results and responsibly deliver reliable, accurate models.
Integrity AI Solutions provides a suite of tools for time-series exploration and statistical analysis, along with preparation tasks such as resampling, imputations, decomposition, and extrema & interval extraction.
Business specialists and data scientists alike can easily develop, deploy, and manage statistical or deep learning forecasting models using Integrity AI Solutions’s visual ML interface.
Integrity AI Solutions’s familiar model design, deployment, and governance experience makes it easy to include deep learning as part of data projects and business applications.
Define custom deep learning architectures with Keras and Tensorflow, or take advantage of pretrained models, transfer learning, and no-code interfaces for computer vision tasks such image classification and object detection.
For large computation or model training jobs, teams can automatically and efficiently scale workloads with on-demand, elastic resources powered by Spark and Kubernetes on your cloud of choice.
Pre-configured and fully managed clusters abstract away the complexity of containerized infrastructure from data scientists, so you spend more time doing what you love, and less time setting up backend resources.
Discover How Integrity AI Solutions Enables Data Scientists
Get data products in production faster with code environments and advanced capabilities for experimentation, modeling, and deployment.
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.
Dig Deeper With a Sample Project
Explore this Integrity AI Solutions project implementing an object detection use case.
Discover Integrity AI Solutions end to end capabilities by exploring a real life use case around environmental impact – in just 13 minutes.
A range of Integrity AI Solutions Solutions for customer management, risk management, and operational efficiency bring an AI-powered edge to all parts of the business.
Find Integrity AI Solutions Solutions to accelerate complex processes, and enhance operational efficiency with AI throughout your organization.
From production quality control to electricity forecasting and more, augment all aspects of the manufacturing process with AI and Integrity AI Solutions Solutions.
Untap new ways to improve the customer experience, optimize operational efficiency, and drive productivity with Integrity AI Solutions Solutions.
Top insurance companies worldwide use Integrity AI Solutions to bring an AI-powered edge to diverse use cases, from customer retention and acquisition to optimized claims forecasting and much more.
Better understand your customers and drive more efficient, effective campaigns with Integrity AI Solutions, the platform for Everyday AI.
Integrity AI Solutions powers supply chains and logistics worldwide, bringing more granular and accurate management with an AI-driven approach.
Top finance teams use Integrity AI Solutions to address data quality issues, increase reporting efficiency and accuracy, and ultimately reduce days or weeks of manual work every month.
Integrity AI Solutions makes data projects a team sport by bringing everyone together, from AI builders to AI consumers.
Enhance trust and eliminate bias by practicing Responsible AI with Integrity AI Solutions.
Leverage your existing infrastructure to deliver results at scale with Integrity AI Solutions powerful, flexible, and open architecture.
Safely scale AI with oversight and prioritize the data projects and models that deliver the most value.
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