AI Platform

Hypergiant Industries’
First AI Services
Integration Platform.

Hypergiant’s open platform to build, integrate, deploy, and operate enterprise AI applications and solutions. Introducing the world’s first AI Services Integration platform. Find out why Hypergiant’s Hyperdrive is ushering in the future of AI in business.

HYPERGIANT’S HYPERDRIVE AI PLATFORM

Hypergiant - Office of Machine Intelligence

POWERING THE FUTURE THROUGH THE LENS OF AI

Hypergiant's AI Services Integration Platform for ModelOps enables Enterprise cross functional AI Teams to collaboratively Build, Train, Deploy, Operate, Manage and Govern AI Solutions and Products.

The core value of the platform is to let current Enterprise AI teams bring their tools and plug them into their enterprise DeveOps, IT Operations and governance platforms. This will quickly move AI Workloads to production with mainstream IT processes.

The HG AI Platform connects the entire AI Lifecyle Process for enterprises with four Consoles to provide a seamless experience for Data Scientists, Data Managers, IT Operators and CIO, CFO's and CEO's.

The HG Hyperdrive AI Platform's integrates the following three architecture layers in the Enterprise AI and IT Stack

  1. AI Containers for deployment and production management
  2. Intelligent Data Mesh for enabling real time autonomous apps
  3. Infra as Utility for Hybrid, Multi-cloud, 5G and Edge Architecture

The world's leading governments and businesses rely on Hypergiant technology. The Hyperdrive AI Services Integration Platform is the platform and model core for powering all of Hypergiant's client's UIs and our vertically integrated solutions.

BUILDING AUTONOMOUS TEAMING APPS WITH HUMANS AND MACHINES IS THE FUTURE. ALL THE BUILDING BLOCKS ARE THERE. ALL OF THESE THINGS ARE HAPPENING IN SOME SHAPE OR FORM, BUT THEY’RE NOT HAPPENING AT THE SPEED AND ACCURACY, AND REPEATABILITY AND SCALE, THAT AI CAN DELIVER.
- MOHAMMED FAROOQ / GLOBAL CTO & GM OF PRODUCTS AT HYPERGIANT

The Hyperdrive AI Platform at a Glance

Hypergiant - Office of Machine Intelligence
The Hypergiant AI services integration SaaS platform is offered in three deployment models: Shared, DedICATED, and OnPREM. Data scientists, AI/ML developers and SRE/IT operators will use an AI Console, CLI and API libraries to develop, deploy, Operate and scale AI solutions in the enterprise.
Developers + Data
Scientist Teams
ML / OR
ENGINEERS
DATAOPS
TEAMS
ITOPS
SRE / MODELOPS
BUSINESS USER /
ANALYSTS

Hypergiant AI Consoles

DATA SCIENTISTS/ML CONSOLE
The Console enables AI/ML Developers and Data Scientists to instantiate AI Development Environment's with AI Tools of Choice (Jupyter, Python et al) and use HG Hyperpack Container to package their AI models for deployment and production
DATA MANAGEMENT CONSOLE
The Console enables Data Engineers and Managers to discover data sets from AWS, Azure, Google, Cloudera and others sources to set up Data Sets and Features for AI Modelers. Enterprises can establish global Data and AI systems of record with a runtime data mesh to execute AI Models
AI IT OPERATIONS CONSOLE
The Console enables SREs for AI to package AI Models and deploy it on different Infrastructure platform. IT operators will be enabled to track the AI Model and Data Mesh for Draft and Variances while ensuring availability, reliability of performance.
AI GOVERNANCE CONSOLE
The Console enables CIO, CFO, CEO and Business Unit heads to track AI Models for Compliance, Explainability, Lineage and Provenance. CIO and CTO's can track infra cost, spend and utilization and security for AI Models and Data
HYPERGIANT AI PLATFORM

Deployment Models

Hypergiant’s Hyperdrive AI Platform and Vertical solutions are SaaS offerings provided through three different deployment models including:
SAAS Shared
SAAS in a shared multi-tenant model.
SAAS Dedicated
SAAS in a dedicated cloud model.
SAAS Onprem
SAAS onprem deployment behind the firewall in client’s enterprise data centers.
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The Industry's First AI Services Integration Platform for Business

Hypergiant's Hyperdrive AI Platform includes four role-based consoles for Data Scientists (AI/ML engineers), Data Managers, SRE/IT Operators and CIO, CEO, CTO and BU Leaders.

DATA SCIENCE CONSOLE
For Data Scientists and ML Engineers

Using this console Data Scientists or ML engineers can quickly instantiate AI/ML model development environments on local machines and also backup these instances and its configurations to any cloud of choice including AWS, Azure and Google.

AI/ML engineers can pick any AI Framework/libraries of choice including Matplotib, NLTK, Seaborn, NumPy, Keras, SciPy or OpenCV. They also get integrations with data adapters and integration with data preparation tools including Tableau and PowerBI.

Benefits the User gets from Hyperdrive Data Science Console include:

  • Quick set of AI/ML development environment of local machines with backup to cloud of choice.
  • Include choice of AI frameworks and libraries (PyTorch, Jupyter et al) into the Notebook Framework.
  • Training and testing the Models with integrated data versioning and storage management on cloud of choice.
  • Quick presenting of AI models for review.
  • Monitor AI Models for Drift against KPI’s, Data Changes and AI Model Changes (Biased and Weights).
  • Packaging the Model using Hypergiant AI Packaging Spec and pushing it for production development.
DATA MANAGEMENT CONSOLE
For Data Engineers and Managers

Enterprise Data Engineers can discover data from any source, build/import and manage data catalogs, set up and manage data access control, establish data privacy and track data compliance and audit. The console will provide data engineers to enable continuous collaboration between data scientists, SREs and Data Managers to access, share and enrich data sets across the ModelOps Lifecycle.

Benefits the User gets from Data Management Console include:

  • Data discovery through pre-built adapters from AWS, Azure, Google, Cloudera, NetApp Data Fabric and other Enterprise Sources.
  • Data Mesh Design, Composition and Run Time Orchestration – Data as Code for Latency, Location, Reliability and Security.
  • Enterprise data and sharing using Hyperledger across the ModelOps Lifecycle.
  • Automated Data Governance: Policy Based Data Audit, Privacy and Access.
  • Data Catalog, Products and Business Data Ontologies: Design, Operations and Governance.
AI IT OPERATIONS CONSOLE
For SREs and IT Managers

The console will enable SREs and IT Operators to monitor all AI Model and data Pipelines from one console to check on through put performance and check where AI Model Pipelines are failing or going through. The console will provide capabilities to collaborate with Data Engineers and AI/ML/Data Scientists to deploy AI solutions into production quickly in any infrastructure of choice including cloud, data center or edge.

Benefits the User gets from Hyperdrive AI IT Operations Console include:

  • Discover and Track AI Model Production Inventory, Integration with AI/ML Production Platforms.
  • Monitor AI Models, Score them against Business KPIs and Alert AI Teams.
  • Monitor Data and AI Model Drafts and report results in context of business KPI Impacts.
  • Enable Collaboration for Faster ModelOps Cycles – Reduce time to Performant and Business KPI Aligned AI Models.
  • Scale Cloud/5G/Edge Infra to keep AI models available, reliant and performant.
  • Service Inventory, Health and Management Dashboards for AI Models.
  • IT Operations and DevOps Management; Integrated with Service Management and CI/CD tooling, GitOps Integrations for Automated AI Model and Data Set Configuration Management, Approval Management and Security Scanning of AI Models.
  • Business System Integrations: ERP, MRP, Enterprise BI Systems; Interfaces for Integration with Customer Cloud Native Apps.
AI GOVERNANCE CONSOLE
For CIO, CEO, and Business Unit Heads

Customized and operationalized for each vertical industry solution. The Business AI Console is integrated with client’s BI technologies (PowerBI/Tableaue) and the Client’s Business AI Products. AI Solutions deployed and operationalized by Hypergiant AI Platform are consumed through this console.

Benefits the User gets from HYPERDRIVE AI PLATFORM include:

  • Business component models and KPI mapper.
  • KPI tagging and data labelling for AI Models.
  • Business AI dashboards design for Business Users.
MACHINES ARE LEARNING. THEY’RE LEARNING HOW TO IMPROVE YOUR BUSINESS OR HOW TO DESTROY IT – WHICH ONE IS UP TO YOU.

HYPERGIANT AI PLATFORM

MODELOPS AS A MANAGED SERVICE SPANNING CLOUD AND EDGE

HYPERGIANT - OFFICE OF MACHINE INTELLIGENCE
Cloud, Data Center, and Edge
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Hypergiant Portable ModelOps Environments
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Hypergiant Data Ops
Data Scientists and ML Engineers
Development
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HYPERGIANT MODELOPS AUTOMATION ACROSS CLOUD, DATA CENTER, AND EDGE
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Hypergiant
Infra Runtime Fabric
Hypergiant
Data Fabric
Data Scientists, DATA ENGINEERS & BUSINESS ANALYSTS
AI Model Tuning and Training with Business KPIs
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DYNAMIC DATA FABRIC ACROSS DATA CENTERS, CLOUD, AND EDGE SPECTRUM
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SRE FOR AI AND APP
Design Pipeline and Package IT for Serving or Deployment
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KUBE INFRA AND PLATFORM RUNTIME UTILITY: CLOUD AND EDGE
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SRE FOR AI AND ITOPS
Deploy and Operate AI Model + Data + Apps
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HYBRID / MULTI-CLOUD CONTINUOUS INFRA AND COST OPTIMIZATION
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