of data infrastructure—your data estate—is crucial toAI/ML success. However, data assessment and preparation can be time-consuming and often beyond internal teams' capabilities.
and preparation process identifies potential gaps, optimizes data management practices, and ensures the necessary resources to achieve your objectives.
DATA READINESS
Compiling a complete inventory of all data assets, including structured, unstructured, and semi-structured data.
Employing advanced cataloging tools to create an organized, searchable index of your data assets.
Performing data cleansing to ensure your data is complete, accurate, and reliable by identifying and rectifying data quality issues such as duplicates, inconsistencies, and inaccuracies.
Profiling and analyzing the data to understand its structure, content, and quality, checking for missing values, data distribution, and other issues.
Standardizing the data to conform to established structures and conventions and meet AI/ML modeling requirements.
Establishing a governance framework that defines data management policies, roles, and responsibilities.
Implementing cutting-edge data privacy and security measures to protect sensitive information.
Deploying the Dell PowerScale AI-ready, scalable data platform—the world’s most flexible4, secure5, and efficient6 scale-out file storage— to ensure a successful outcome.
Implementing cutting-edge data privacy and security measures to protect sensitive information.
Identifying and creating raw data inputs for AI/ML models, including data transformation, aggregation, and encoding.
Verifying accurate data labeling to ensure effective results.
Splitting your data into training, validation, and test sets to ensure the accurate performance of AI/ML models.
Building customized, pre-trained models uniquely designed to meet your use case requirements, increasing efficiency, supporting better decision-making, and accelerating business success.
Integrating advanced security solutions based on our deep AI/ML expertise and experience to ensure the security and availability of your data. Why on-premises makes sense for your AI data:
The Dell AI Factory
The industry’s first end-to-end enterprise solution:
Integrates Dell’s compute, storage, client device, software, and services capabilities with NVIDIA’s advanced AI infrastructure and AI Enterprise software platform, which NVIDIA Tensor Core GPUs, NVIDIA Spectrum-X Ethernet networking fabric, and NVIDIA Bluefield DPUs underpin.
Delivers a framework that enables you to tighten control over your proprietary data, enhance data security, and scale efficiently, providing a more affordable alternative to many public cloud solutions.
Features the new Dell PowerEdge XE9680L, delivering high performance with support for eight NVIDIA Blackwell GPUs in a smaller 4U form factor.
Offers the highest possible rack scale density for NVIDIA GPUs in an industry-standard x86 rack, offering 33 percent more GPU density per node.8
Provides 20 percent more PCIe Gen. 5 slots and doubles the North/South network expansion capacity.9
Redapt is a trusted advisor to leading enterprises because we build efficient, effective infrastructures that support their AI/ML initiatives. We’ve earned that trust because our team is focused on optimizing the value and maximizing the return our customers realize on their AI/ML investments. We also have an extensive track record of successfully deploying the Dell Factory with NVIDIA high-performance racks. We can do the same for you.
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THE REDAPT DIFFERENCE
The Redapt team are focused on helping extract the greatest value from your AI/ML efforts. We can deliver on that promise because our team members have experience and expertise that is head and shoulders above the competition.
With Redapt, you can expect accelerated adoption driven by our data science expertise to streamline designing, building, and deploying AI/ML models.
You can also realize the promise of AI and ML, extracting actionable insights drawn from sophisticated AI/ML models, improving customer service with tools like chatbots and speech recognition, and so much more.