What is DKubeX, and how does it differ from public Generative AI platforms?

DKubeX is a private AI platform built specifically for enterprises. Unlike public platforms, DKubeX ensures your data and models remain secure within your private infrastructure while offering tailored tools for the development, deployment, and scaling of Generative AI applications.

Why should I consider Private AI over public LLM platforms?

Private AI ensures data privacy, regulatory compliance, and full control over intellectual property. With public LLM platforms, sensitive data could be exposed to third parties, and enterprises may face limited ownership of fine-tuned models.

Can DKubeX be deployed in hybrid environments or on-premises?

Yes, DKubeX supports hybrid deployments and can run seamlessly in on-premise data centers or private VPCs, ensuring security and flexibility for your infrastructure needs.

What kind of models does DKubeX support?

DKubeX supports a wide range of open-source and proprietary models. You can deploy models from popular sources like Huggingface or fine-tune your custom models directly on the platform.

How does DKubeX address scalability for enterprise workloads?

DKubeX offers auto-scaling capabilities for GPU resources, enabling enterprises to handle workloads of any size. The platform is designed to ensure efficient resource utilization, helping to reduce costs while maintaining performance.

How does DKubeX ensure data security and compliance?

DKubeX provides end-to-end security, including request tracking, role-based access control (RBAC), and guardrails to prevent data misuse.

How long does it take to deploy and operationalize DKubeX?

DKubeX can be deployed and operational within hours, with pre-configured packages for Kubernetes environments and integrations for major private AI stacks like VMware, Nutanix, and NVIDIA.

Can DKubeX integrate with my existing enterprise systems?

Absolutely. DKubeX offers custom integrations with authentication, database, and application layers, ensuring seamless integration with your enterprise systems.

What kind of support does DKubeX offer for enterprises?

DKubeX provides end-to-end support, including deployment assistance, custom integrations, and ongoing maintenance. Enterprises can also leverage our AI expertise to co-develop tailored Generative AI solutions.

How does DKubeX help optimize costs compared to public LLM platforms?

DKubeX allows enterprises to control costs through auto-scaling, burst-to-cloud capabilities, and efficient GPU utilization. This makes it more cost-effective than public LLM platforms, especially at scale.

What industries or use cases are best suited for DKubeX?

DKubeX supports industries with stringent privacy needs, including healthcare, finance, federal, and biotech. Use cases range from intelligent customer support to knowledge extraction, document automation, and research acceleration.

Do I need an in-house AI team to use DKubeX?

Not necessarily. DKubeX is designed for both enterprises with in-house AI teams and those without. Our expert team can co-develop and deploy solutions tailored to your needs.

Can DKubeX help me measure ROI for my Generative AI projects?

Yes. DKubeX includes advanced observability and evaluation modules to measure model performance and its impact on business outcomes, helping you quantify ROI effectively.

Enterprise ModelOps Made Easy
to accelerate your GenAI journey

Explore DKubeX, our flagship private AI platform purpose-built for enterprises

Discover DKubeX

Docs

API GATEWAY

SECURITY

CBAC/RBAC

LLM Shield

RAG Shield

Guardrails

USE CASES

Customer Support

Research Support

Mortgage Support

Sales & Marketing Support

KNOWLEDGE ENGINE

Agents

Datasets

Model Store

SecureLLM

RAG

Evaluation

Fine-tuning

Inference

MODEL CATALOG

INFRASTRUCTURE

Extract Data From Anywhere

Extract knowledge with ease with native support for over 100 datasources. Leverage preset pipelines or easily build your own custom pipelines and parsers for complex data processing tasks.

Build With Any Model

Deploy popular models from our catalog or easily load current leaderboard hits from Huggingface. For advanced use cases, you can also load custom models from your local setup or our model registry.

Run On Any Environment

Run on any Kubernetes environment, whether it is on-premise or your private VPC. Get up and running within hours with pre-configured packages for popular K8S distros, including Rancher, VSphere, Karbon, EKS, etc.

Observability

Achieve full visibility into your LLMOPs workflows with robust logging, monitoring and tracing. Starting with in-built system logs for infra, tracing for AI pipelines, AI application logs and all the way through capturing user-level feedback in downloadable RLHF ready format.

Enterprise Ready

Go from hours to minutes with in-built parallel processing for each workflow. Process 100 or thousands of documents, run batch queries or complex evaluations at scale without having to worry about scaling infra. Automatically scale up resources when loads get heavy and scale down when loads reduce.

Pipelines

Switch gears between experiments without breaking a sweat with our pipelines. Use preset pipelines across ingestion, query and eval or build your own within minutes.

Collaboration

Accelerate development and and efficiency across projects with seamless collaboration between team members, including shared deployments, applications and entire workspaces.

Guardrails

Ground LLMs to avoid hallucination, protecting important information from your proprietary data and protect your users from harmful content with inbuilt Guardrails and Security Monitoring.

Advanced Retrieval Augmented Generative AI

Rapidly iterate, build & deploy RAG based applications for any use case with any data within minutes

EXPLORE THE MODULE

100+ Data Sources

Choose from a growing list of over a hundred data sources

Preset Pipelines

Leverage our library of preset configurations or build your own custom pipelines

Vector Store

Out of the box support for popular vector stores as well as endpoint support for external endpoints

SecureChat

Fully configurable ready to deploy chat application

Tracing & Lineage

Track every step of the pipeline with tracing and lineage for datasets and query

Foundation Model Catalog

Deploy the latest open source LLMs with a single line of code

Embedding Model Catalog

A selection of embedding models ready to deploy for your RAG Pipelines

Huggingface & MLFlow

Deploy models directly from Huggingface or MLFlow with optimized serving frameworks

vLLM, TGI & AWQ

Integrated support for popular deployment frameworks

Auto Scale & Multi-GPU

Optimize for cost and performance with auto scale and Multi-GPU serving

Private Endpoints

Simplified APIs to effortlessly deploy private and protected endpoints for enterprises within your private VPC or on-premise

EXPLORE THE MODULE

Fine-Tuning

Use enterprise data to seamlessly train hundreds of open source LLMs without compromising security

EXPLORE THE MODULE

LLM Fine-tune Engine

Develop your own custom models with PEFT, QLoRa, GPTQ, etc

Embedding Fine-tune Engine

Optimize RAG performance with integrated support for fine-tuning embedding models

Fine-tune Catalog

Jumpstart fine-tuning with optimized workflows and pre-defined configurations

Multi-GPU & Multi-Node, FSDP, Etc

Accelerated performance with multi-gpu, multi-node & FSDP

Dataset Generator

Extend your datasets with synthetic data generator and negative samples mining

Request & Response Tracking

Track every request and response across LLMs, users & applications

Application & User Keys

Distribute individual keys per user or app to track and manage granular organization wide usage

Guardrails

Protect your applications from bad actors with tracking for toxicity, jailbreaks and more.

RLHF

Collect and export RLHF data to further fine-tune your LLMs

Metrics & Reporting

Track key metrics & generate custom reports for each app, user & model

SecureLLM

Gain full visibility into every request/response along with integrated reporting and feedback collection for RLHF

EXPLORE THE MODULE

Eval

Powerful evaluation suite to test and compare multiple configurations and LLMs against enterprise use cases

EXPLORE THE MODULE

Evaluation Pipelines

Run a series of eval runs seamlessly with configurable pipelines

Response & Retrieval Evaluators

Evaluate multiple models against Hitrate, MRR, Truthfulness, Relevance and Correctness evaluators

Compare Multiple Eval Runs

Deep dive into evaluations with side by side comparison against multiple key markers

Leverage Ground Truth Data

Pass curated Ground Truth data to compare responses

Optimized Performance

Native parallel processing to help handle complex and large evaluation workloads

AI Enterprise

DKubeX closely collaborates with NVIDIA AI Enterprise to deliver supercharged inferencing at scale for production deployments as well as user friendly Guardrails built on top of NVIDIA NeMo.

DKubeX is an integral part of the VMware Private AI Architecture, enabling enterprises to leverage out-of-box solutions for fine-tuning and deploying LLMs securely and efficiently.

Nutanix's GPT-in-a-Box solution, fortified by DKube's expertise and suite of Generative AI infrastructure, provides a comprehensive approach to overcome data privacy, governance, and security concerns.

DKubeX is validated on AMD ROCm, enabling high-performance AI workloads with optimized GPU acceleration for private, enterprise-scale AI deployments.

BOSTON and DKubeX work closely to enable private On-Prem Gen AI implementations across a variety of accelerated hardware platforms, including Nvidia, AMD, and Intel.

DKubeX partners with Expedient to deliver secure, enterprise AI solutions with private cloud, governance, and edge-ready AI deployment capabilities.

Got questions?
We’ve got answers

Build AI you can deploy, operate, and trust.

Let’s design a secure, enterprise-ready AI solution aligned to your data, infrastructure, and governance needs.

Talk to Us

Enterprise ModelOps Made Easy
to accelerate your GenAI journey

From Infrastructure to Intelligence: Our Flagship Enterprise AI Platform

Where GenAI ModelOps Come Together

The Unique Building Blocks