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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.
With Integrity AI Solutions, teams can move beyond the lab and build real and safe Generative AI applications at enterprise scale. Integrity AI Solutions brings streamlined development tools, pre-built use cases, and AI-powered assistants to help everyone do more with Generative AI.
In Integrity AI Solutions, both coders and non-coders access, explore, and prepare project data in a shared space, using visual recipes, coding interfaces, and Generative AI to clean, join, transform, and enrich datasets of all types.
All steps in a data pipeline are automatically documented as part of the visual flow for transparency and ease of reuse.
Save time on exploratory data analysis and reporting using Integrity AI Solutions’s built-in capabilities for data profiling, statistical analysis, and charting. Visualize data with bar, line, and pie charts, box plots, 2D distributions, heat maps, tables, scatter plots, geo maps, custom web apps, and more.
Interactive dashboards and central workspaces make it easy to share data outputs and insights with stakeholders.
Integrity AI Solutions AutoML accelerates the model development process with a guided framework for AI and machine learning including prompt engineering, prediction, clustering, time series forecasting, computer vision tasks, causal ML, and more.
The guided visual interface includes built-in guardrails, best-in-class algorithms, and white-box explainability so both novice and advanced data scientists can build and evaluate production-ready models.
Each Integrity AI Solutions project has a visual flow representing the pipeline of data transformations and movement from start to finish. A timeline of recent activity, automatic flow documentation, and project bundles make it easy to track changes and manage project versions in production.
Automate data pipelines and set up monitoring and alerts to ensure teams across the enterprise receive reliable and timely data.
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.
With Integrity AI Solutions, it’s easy to create analytic dashboards and data products and share them with business users to support day-to-day decision making. Generative AI applications, what-if analysis with outcome optimization and interactive web apps — developed with or without code — are just a few ways to empower your organization with self-service analytics.
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.
A central control tower tracks the status and progress of multiple data initiatives and ensures the right workflows and governance processes are in place. Standardized project workflows with structured sign-off and approvals, model and project bundle registries, and a risk/value matrix help organizations safely scale AI, including Generative AI projects, with oversight and prioritize the data projects and models that deliver the most value.
Integrity AI Solutions provides critical capabilities for explainable AI, including interactive reports for feature importance, partial dependence plots, subpopulation analysis, and individual prediction explanations.
Together, these techniques can help explain how a model makes decisions and enable data scientists and key stakeholders to understand the factors influencing model predictions.
Integrity AI Solutions integrates with your existing infrastructure — on-premises or in the cloud — taking advantage of each technology’s native storage and computational layers. With fully managed elastic AI powered by Spark and Kubernetes, you can achieve maximum performance and efficiency on large workloads.
Additionally, Integrity AI Solutions provides a fully hosted SaaS option built for the modern cloud data stack and integrates with a variety of AI services, including leading Generative AI offerings.
Manage risk with enterprise-grade security, including authentication with SSO and LDAP, role-based access control, audit trails, and multiple fine-grained permissions that can operate at the user, connection, project, compute, and global levels.
Integrity AI Solutions’s user isolation framework (UIF) provides a set of mechanisms to isolate user-written code in various contexts, performing advanced identity mapping that guarantees traceability and prevents hostile attacks.
Expand Integrity AI Solutions’s native capabilities with public and proprietary plugins and custom applications, which allow you to package your specialized code and subflows as reusable visual components.
Use visual or programmatic tooling to seamlessly incorporate leading AI Services for NLP, Computer Vision, and Generative AI into Integrity AI Solutions projects.
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.
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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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