In today’s rapidly evolving business landscape, leveraging the capabilities of Artificial Intelligence (AI) has become a key differentiator. One platform that stands out in this AI revolution is Domo.AI, a comprehensive suite of AI tools designed to empower businesses through chat-style data exploration, flexible model creation, efficient model management, seamless deployment, and robust governance and security features.
Understanding Domo.AI
Domo.AI represents the convergence of AI and impactful data utilization. The core mission of Domo is to help businesses grow, maximize their data investments, and provide timely insights to everyone within the organization.
At the heart of Domo’s offerings lies a trusted and flexible AI framework, enabling the utilization of public models, large language models, and generative AI like ChatGPT. This approach not only accelerates the speed to value but also ensures security is never compromised.
Overview of Domo’s AI Service Layer
Domo’s AI Service Layer is ingrained with machine learning, natural language processing, and predictive analytics, forming the bedrock of their data experience platform. This layer transforms the way organizations interact with and benefit from generative AI.
Domo boasts having the most end-to-end connected data stack globally, unlocking myriad possibilities with workflows, alert-based actions, and automated apps. The design philosophy at Domo prioritizes flexibility, security, and scalable business value.
Benefits of Domo.AI
1. Actionable Data Experiences
Domo.AI delivers actionable data experiences that scale with an AI framework you can trust. The platform ensures that AI is seamlessly integrated into your business operations, providing insights that are not only powerful but also trustworthy.
2. Seamless Deployment
Domo simplifies the process of developing and deploying AI/ML models with low-code and no-code data experiences. This democratizes AI, making it accessible across the organization, irrespective of technical proficiency.
3. Low-Code Simplicity
The platform accelerates and streamlines AI model integration with its APIs, enabling low-code developers to harness the power of Domo without mastering complex programming languages.
4. Model Flexibility
Domo’s AI Service Layer offers unparalleled model flexibility, allowing users to choose, test, and deploy various models, including large language models like Bard and ChatGPT.
5. AI Model Management
Managing AI models becomes effortless with Domo’s AI Model Management feature. Users can deploy models on a serverless basis, integrate them with existing ML infrastructures, or connect them to other API services, ensuring a smooth lifecycle.
6. Governance and Security
Domo prioritizes risk mitigation and data integrity, ensuring that businesses can enjoy the benefits of AI without compromising security protocols or regulatory requirements.
7. AI Usage Tracking
Domo provides transparency and control over AI usage across the organization, enabling businesses to track where and how data and models are being used.
8. Explore by Chatting
Domo’s Conversational Insights feature allows users to ask questions in natural language, generating valuable data insights and supporting low-code experiments.
9. Partner Benefits
Trusted partners can publish AI models directly in the Domo Appstore, adding value to end-to-end data experiences for customers.
Capabilities of Domo.AI
1. AI Model Management
Domo’s AI Model Management feature allows users to manage their models on a serverless basis, integrate them with existing ML infrastructures, or connect them to other API services. This includes building, training, and deploying Domo-hosted models as well as externally hosted models from platforms like OpenAI, Hugging Face, and others.
2. AI Service Layer
The AI Service Layer gives business users access to AI services within dashboards, apps, and workflows, simplifying and streamlining data exploration. Usage analytics and governance capabilities ensure secure and compliant AI usage across the organization.
3. Jupyter Workspaces
Integration with Jupyter for model creation and deployment offers enhanced development flexibility. Users can develop and run data science models and programmatic applications in familiar languages like R or Python, seamlessly integrating with the Domo platform for visualization, alerting, and more.
4. AutoML
AutoML accelerates model development, allowing users to access machine learning insights through visualizations and data apps.
5. Scripting Tiles
Domo’s Magic ETL feature includes Scripting Tiles, a powerful tool that enables users to write custom R or Python algorithms directly into DataFlows. This capability facilitates the creation of complex data science analyses that run automatically with each data update.
6. Conversational Insights
Coming soon, Conversational Insights will enable users to interact with data using natural language text, generating SQL queries, automating report writing, and condensing lengthy information into concise summaries.
7. AI-Enhanced Dataset View Creation
The Advanced Views Editor allows users to create Dataset Views using natural language prompting, enabling low-code users to build SQL-based views independently.
8. AI-Powered Beast Mode Editor
Domo’s Beast Mode calculated fields become more accessible with the AI-Powered Beast Mode Editor, allowing users to create new Beast Modes using natural language text without requiring knowledge of SQL.
Conclusion
Domo.AI stands at the forefront of the AI revolution, offering a comprehensive suite of tools that empower businesses to harness the full potential of AI. With a focus on simplicity, flexibility, and security, Domo.AI enables organizations to seamlessly integrate AI into their operations, providing actionable insights and driving business growth.
Whether you are a seasoned data scientist or a business user with limited technical proficiency, Domo.AI has the tools and capabilities to transform the way you interact with and derive value from your data.
