Feature
- The company’s new service aims to ease concerns over security, vendor lock-in, technological debt, and reputational issues tied to generative AI.
- The solution enhances DataRobot AI Platform, integrating top elements and vital features into an open, multi-cloud setup.
- Utilizing generative and predictive AI, DataRobot helps companies from many sectors find solutions to real-world issues.“
A new generative AI service from DataRobot combines generative and predictive AI capabilities in the DataRobot AI Platform. The objective is to give enterprises a complete solution enabling them to experiment, create, deploy, track, and manage enterprise-grade AI assistants and apps. Concerns regarding the market’s current tools are addressed in this service, which aims to hasten the transition from AI ideas to practical value.
Addressing Customer Concerns and Delivering Value
- Jay Schuren, Chief Customer Officer of DataRobot, highlights the company’s knowledge of practical and safe AI applications.
- The company’s new service aims to ease concerns over security, vendor lock-in, technological debt, and reputational issues tied to generative AI.
- The strategy taken by DataRobot gives teams the tools they need to quickly experiment with, implement, watch over, and benefit from generative AI initiatives.
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Core Components of the New Offering
- The solution enhances DataRobot AI Platform, integrating top elements and vital features into an open, multi-cloud setup.
- Within DataRobot-hosted notebooks, corporate data may connect seamlessly with large language models (LLMs), vector databases, and prompting methods.
- Achieving tailored solutions via code-first approach and pre-built assistance, enables swift creation of specialized solutions for distinct needs.
Enterprise-Grade Generative AI Observability
- Sophisticated monitoring, management, and governance capabilities ensure the efficient operation of both generative and predictive AI assets.
- Various measures, including operational, data drift, toxicity, and truthfulness indicators, maintain application quality.
- Using case-specific guardrails helps keep apps focused and in line with their intended uses.
Streamlined Generative AI Application Development
- The service makes the quick end-to-end application and assistant prototype, development, and deployment possible.
- Complete generative AI-powered experiences may be created with little to no coding using a DataRobot-hosted Streamlit application sandbox.
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Additional Generative AI Services
- The generative AI services offered by DataRobot are concentrated on the end-to-end execution of unique use cases and workforce upskilling.
- Services include Generative AI Ideation, Roadmapping Workshops, Trust & Compliance Framework, and Training & Enablement for Executives and Practitioners.
Real-World Success Stories
- Utilizing generative and predictive AI, DataRobot helps companies from many sectors find solutions to real-world issues.
- For innovative applications in healthcare, Baptist Health South Florida uses DataRobot’s HIPAA-compliant environment.
- FordDirect supports Ford and Lincoln dealerships and uses DataRobot to deploy and manage generative AI effectively and ethically.
Expert Insights from IDC
- IDC Group Vice President Ritu Jyoti emphasizes the potential of generative AI for businesses to alter industries.
- The technology from DataRobot, which combines predictive and generative AI, provides a competitive edge by tackling risks and offering reliable monitoring and governance.
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Summary
DataRobot’s latest AI feature merges generative and predictive capabilities within their platform, tackling security and governance worries effectively. This gives businesses an open and all-encompassing solution to experiment with, deploy, and benefit from generative AI projects.
