DataRobot Introduces AI Observability with Real-Time Intervention for Generative AI
02 Mayo 2024 - 11:00AM
Business Wire
New release enables organizations to detect and
prevent unexpected AI behaviors at-scale across AI assets,
environments and teams
DataRobot, the enterprise AI platform, today launched new AI
observability functionality with real-time intervention for
generative AI solutions, available across all environments
including cloud, on-premise and hybrid. This latest release
provides AI leaders and teams with the tools to confidently build
enterprise-grade applications, manage risk and deliver business
results.
“Lack of visibility and risk are significant obstacles to
reaching real business value from AI,” said Venky Veeraraghavan,
Chief Product Officer, DataRobot. “We're revolutionizing AI
observability with real-time intervention across diverse AI assets
and environments, so leaders can safeguard projects, up-level
oversight and empower teams."
Today’s announcement brings AI observability for any AI asset
and environment into the DataRobot AI Platform to deliver:
- Cross-Environment AI Observability:
Gain full oversight across environments and reduce risk across your
entire AI landscape with unified governance for all predictive and
generative AI assets.
- Real-Time Generative AI Intervention and
Moderation: Build a multilayered defense to safeguard AI
applications with customized build, intervention and moderation
workflows, leveraging a rich library of pre-built and configurable
guards to ensure accuracy and prevent issues like prompt injections
and toxicity, detect personally identifiable information (PII) and
mitigate hallucinations.
- Generative AI Alerts and Diagnostics:
Gain control and flexibility with customizable alert and
notification policies, visually troubleshoot problems and traceback
answers, and set robust multi-language diagnostics with insights
for data quality checks, topic drift and more.
“Today’s AI leaders are seeking to implement
generative AI accurately, safely, and at scale,” said Amanda
Saunders, Director, Enterprise Generative AI Product Marketing,
NVIDIA. “DataRobot’s integrations with NVIDIA software provide
enterprises with purpose-built generative AI solutions to speed
successful deployments.”
This new release also introduces best-in-class evaluation,
testing and open source LLM support capabilities:
- Enterprise-Grade Open Source LLM Hosting: Leverage any
open source foundational model including LLaMa, Hugging Face,
Falcon and Mistral with DataRobot’s built-in LLM security and
resources, complementing recent integrations with NVIDIA NIM
inference microservices and NVIDIA NeMo Guardrails software to
accelerate AI deployments for enterprises.
- LLM Evaluations, Testing and Metrics: Enhance
application quality, assess LLM performance and automate testing
with groundbreaking out-of-the-box synthetic test data creation,
evaluation metrics and quality benchmarks.
- Advanced RAG Experimentation: Evaluate different
embedding methods, chunking strategies, and vector databases to
assess and identify the best RAG strategy for each use case.
”DataRobot is providing the requisite tools an enterprise needs
to get started with generative AI quickly and with confidence,”
said Ritu Jyoti, Group Vice President, Worldwide Artificial
Intelligence and Automation Research Practice Global AI Research
Lead, IDC. “AI leaders need to be prepared for a new normal where
AI exists in multiple environments and locations. The work
DataRobot is doing with AI observability sets the foundation for AI
leaders and teams to thrive.”
This release is the latest milestone in DataRobot’s significant
investment in generative AI for the enterprise. In the last 12
months, DataRobot introduced industry-first generative AI
functionality, launched the DataRobot Generative AI Catalyst
Program to jumpstart high-priority use cases, and announced new and
expanded collaborations with global leaders like NVIDIA and Google
Cloud to supercharge AI solutions with world-class performance and
security.
All of the functionality announced today is available on cloud,
on-premise, and hybrid environments. Learn more about the latest
updates to the DataRobot AI Platform.
About DataRobot
DataRobot is the leader in value-driven AI, empowering
organizations to accelerate AI from idea to impact. With over a
decade at the forefront of AI innovation, we know what it takes to
make a real difference – to your bottom line, to your business
vision, and to the world around us. Our enterprise AI platform
allows your organization to quickly build, securely operate, and
confidently govern your entire AI landscape from a single, unified
experience. Organizations across industries and geographies trust
DataRobot to help solve their biggest challenges with AI,
leveraging generative and predictive capabilities today while
providing the flexibility to adapt to the innovations of tomorrow.
Learn more at datarobot.com and connect with us on LinkedIn.
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version on businesswire.com: https://www.businesswire.com/news/home/20240502422285/en/
Stephanie Rogers Director, Public Relations
stephanie.rogers@datarobot.com