Azure Data Foundry

Build, Scale, and Govern Enterprise AI with Confidence

A unified Azure platform for creating, customising, deploying, and managing advanced AI applications, agents, and multimodal solutions at scale.

A Unified Platform for Building and Scaling AI Solutions

Azure Data Foundry provides a secure, unified environment for building, customising, and deploying AI applications across your organisation.

It centralises models, agents, orchestration tools, and governance controls inside a single Azure workspace.

  • Unified workspace for AI development and operations
  • Enterprise RBAC, governance, and network controls
  • Full lifecycle support from experimentation to production
  • Seamless integration with Azure, GitHub, and identity systems
Azure Data Foundry – Unified AI Platform

Core Capabilities Of Azure Data Foundry

Model Access & Customisation
Advanced Agent Toolchain
Tooling & Integration
Governance & Observability
Local & Edge Deployment
Model Access
Access
Model Access

1,900+ foundation & open-source models via unified Azure API.

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Model Customisation
Customisation
Model Customisation

Fine-tuning, distillation, multimodal, serverless inference.

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INNOVATIONS

Innovations & Future Roadmap

Azure Data Foundry continues to evolve with next-generation models, intelligent routing, deep enterprise integrations, and breakthrough research from Foundry Labs.

Next-Gen Model Support

Support for Grok 3, Flux Pro 1.1, Sora, and hundreds of Hugging Face models.

Smart Model Router

Automatically optimises cost and performance using Azure’s routing engine.

Foundry Agent Service

Enterprise-ready agent deployment templates now publicly available.

Expanded Integrations

Teams, Office, Slack, Twilio, and growing third-party connectors.

Foundry Labs Experiments

Includes Project Amelie, TypeAgent, EvoDiff, BioEmu, and more.

Magnetic UI

A new adaptive interface concept emerging from Foundry Labs.

USE CASES

Use Cases & Industry Applications

Azure Data Foundry enables intelligent automation across industries with multimodal AI, intelligent agents, and enterprise-grade orchestration.

AI Chatbots & Virtual Assistants
Use Case
AI Chatbots & Virtual Assistants

Build conversational assistants with secure enterprise agent pipelines.

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Document Automation
Use Case
Document Automation

Generate summaries and extract insights from high-volume documents.

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Multimodal Intelligence
Use Case
Multimodal Intelligence

Analyze images, audio, and video using multimodal foundation models.

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PRICING & LICENSING

Pricing, Licensing & Cost Considerations

Azure Data Foundry is free to explore, and you only pay for the AI services you consume. We help organisations estimate and optimise their spending with the right model and deployment choices.

Pay-As-You-Go

Flexible usage-based billing across models, compute, and storage.

  • Over 1,900+ AI models billed per token
  • Only pay for what you use
  • Full cost visibility

Model Inference

Consumption pricing for LLMs, embedding models, multimodal transformers, and more.

  • LLM token-based billing
  • Multimodal image/video inference
  • Optimised routing for cost reduction

Fine-Tuning & Hosting

Scaled hosted fine-tuning and custom model deployment on Azure GPU compute.

  • Training compute billed per-hour
  • Model hosting priced by GPU/CPU
  • Auto-scaling for lower cost

Cost Optimisation Support

We help clients reduce spend across model selection, caching, routing, and architecture.

  • Large model optimisation
  • Token efficiency tuning
  • Right-size infrastructure planning

HIGHLIGHTS

Latest Announcements & Highlights

Left Highlight
Azure Data Foundry

Latest capabilities and innovations across Azure AI ecosystem.

Grok 3 Now on Azure

Microsoft now hosts xAI’s Grok 3 model with full performance parity for enterprise workloads.

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Hugging Face Catalog Expansion

Expanded support for open-source model catalogs, offering hundreds of new models.

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Model Context Protocol

Broader interoperability for agents and custom workflows via MCP.

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Agent Deployment Enhancements

Improved agent orchestration, workflow automation, and enterprise reliability.

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WHY CHOOSE US

Why Choose Our Azure Data Foundry Services?

AI Strategy & Discovery

We guide organisations to define objectives and identify AI opportunities using Azure Data Foundry.

Secure Platform Setup

Governance, RBAC, networking, identity, and compliance configured for enterprise deployment.

Model Selection & Tuning

Fine-tuning, prompt optimisation, and performance calibration across 1,900+ Azure-hosted models.

Multi-Agent Architecture

We design scalable multi-agent systems with A2A and MCP standards for enterprise operations.

System Integration

Deep integrations with Azure, Power Platform, Microsoft 365, ERP, CRM, and your business systems.

Cost Optimisation

We optimise token usage, compute costs, hosting, and performance — saving up to 40% monthly.

Testimonials

What Clients Say About Working With Novum

Majid Ismailov

With a cloud solution custom-designed for the pharmaceutical industry by Novum Information Technology, we consolidated data from multiple systems into one unified platform. Now department heads access real-time reports instantly, manual consolidation is gone, and decision-making is faster and more secure.

Majid Ismailov
Head of Data Management, Avromed
Majid Ismailov company
Zaur Dibirov

With Microsoft Dynamics 365 implemented and tailored for the aviation industry by Novum Information Technology, we transformed our finance operations from manual, time-consuming processes into a unified, intelligent system. Real-time insights now guide our decisions, and our teams are more agile and empowered than ever.

Zaur Dibirov
Director of Finance & Accounting, Azerbaijan Airlines
Zaur Dibirov company
Daniel Viranyi

Partnering with Novum Information Technology, we migrated our entire infrastructure to the Microsoft Cloud — adopting Microsoft 365 and leveraging Data & AI services tailored to our business model.

Daniel Viranyi
IT & Security Director, Kitopi
Daniel Viranyi company
Ashish Panday

Working with Novum has transformed the way Aster Pharmacy manages its operations. Their tailored solutions and expert guidance have streamlined our processes.

Ashish Panday
IT Director, Aster Pharmacy
Ashish Panday company
Majid Ismailov

With a cloud solution custom-designed for the pharmaceutical industry by Novum Information Technology, we consolidated data from multiple systems into one unified platform. Now department heads access real-time reports instantly, manual consolidation is gone, and decision-making is faster and more secure.

Majid Ismailov
Head of Data Management, Avromed
Majid Ismailov company
Zaur Dibirov

With Microsoft Dynamics 365 implemented and tailored for the aviation industry by Novum Information Technology, we transformed our finance operations from manual, time-consuming processes into a unified, intelligent system. Real-time insights now guide our decisions, and our teams are more agile and empowered than ever.

Zaur Dibirov
Director of Finance & Accounting, Azerbaijan Airlines
Zaur Dibirov company
Daniel Viranyi

Partnering with Novum Information Technology, we migrated our entire infrastructure to the Microsoft Cloud — adopting Microsoft 365 and leveraging Data & AI services tailored to our business model.

Daniel Viranyi
IT & Security Director, Kitopi
Daniel Viranyi company
Ashish Panday

Working with Novum has transformed the way Aster Pharmacy manages its operations. Their tailored solutions and expert guidance have streamlined our processes.

Ashish Panday
IT Director, Aster Pharmacy
Ashish Panday company

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