4MINDS + MICROSOFT AZURE
Launch contextual AI on Microsoft Azure. In minutes.
A continuously learning intelligence that automatically keeps pace with your unique, changing business and existing AI built with Microsoft Foundry.

CONTEXTUAL AI FOR MICROSOFT AZURE
Works with the Microsoft
stack you already know.
4Minds adds enterprise context and reasoning to AI built on Azure, grounding models and applications in your organization’s data, knowledge and business rules. As business context and feedback change, 4Minds continuously adapts without continually retraining the underlying foundation model or rebuild their AI stack.
Business data and systems
Integrate your existing data sources—documents, systems and workflows—into the 4Minds knowledge graph from Azure Blob Storage, Azure Database for PostgreSQL and more.
Models
Work with the Foundry Models you already use, including models from OpenAI, Microsoft, Meta, Mistral AI and other supported providers.
Applications
Turn existing applications into business-specific AI that’s grounded in your unique business knowledge, is easy to deploy and improves automatically over time.
Deployment
Control where your data lives and how your AI is governed by running 4Minds either as a private deployment inside your Azure account or as SaaS that connects privately via Azure Private Link.
Only minutes
from data to a tuned model
100%
auditable trail
Massively reduce
model retraining
BYOM
via Microsoft Foundry
AI architecture that natively integrates with Azure.
4Minds provides an enterprise context and reasoning layer between your business systems and AI built on Azure, helping models, agents and applications reason over the knowledge, operating context and business rules your organization already has.
Business Data & Systems
SalesforceCRM & customer data
DatabricksLakehouse platform
Azure Blob StorageObject storage
Azure SQL DatabaseRelational database
Azure Fabric WarehouseData warehouse
- ... Dozens more
→
4Minds Contextual AI Platform
ContextGroundingReasoning
OrchestrationGovernance
ContextGrounding
ReasoningOrchestration
Governance
AI Backbone
- Automated ETL
- Managed knowledge graph
- Open-weight models
- Continuous learning
- Reasoning & verification
- Cross-team governance
→
Azure Models & Inference
Azure AI FoundryFrontier model orchestration for Azure AI Foundry-accessed models
Azure Machine LearningFine-tuned or customer-owned model deployment
→
Product Applications
- AI-powered applications
- Internal agents
- Workflow automation
- Customer-facing apps
4Minds + Microsoft Azure:
Integrations made easy.
Microsoft Foundry
Connect Foundry projects and reason across inferences grounded in the knowledge graph without redeploying infrastructure.
Azure Blob storage
Import data directly from your Azure containers without manual downloads.
Azure Database for PostgreSQL
Import table data from an Azure Postgres server directly into a 4Minds dataset, making it available for training or RAG.
Microsoft Fabric
Browse and import data from your existing lakehouses and warehouses directly into 4Minds datasets.
Microsoft 365 Copilot
Surface custom AI models inside Microsoft 365 Copilot to chat with your models from anywhere Copilot appears.
Microsoft SharePoint
Access documents and files stored in SharePoint and import data directly from SharePoint libraries.
SECURITY & GOVERNANCE
Deploy business-specific AI
while maintaining Azure
security controls.
4Minds is designed for organizations that want to build AI on Azure without sacrificing their security, governance and deployment requirements.
Built for Azure environments
Natively integrates with Microsoft Foundry, Azure Machine Learning, Azure Blob Storage and more to keep your models and data in your environment, as part of your broader Azure architecture.
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Governs business context
Doesn’t require you to export business data outside of Azure, so data, access and usage stay aligned to your organizational controls and deployment requirements.
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Supports enterprise deployment
Supports enterprise deployment requirements including identity and access management, regional controls, private networking and tenant isolation.
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Improves lineage and traceability
Gives teams clearer visibility into how outputs were shaped, checked and delivered, including logging and correlation across the pipeline.
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Featured Resources
FAQs
What is 4Minds on Microsoft Azure?+-
4Minds on Microsoft Azure is a contextual AI platform that runs on Azure Kubernetes Service (AKS) and grounds your AI in your organization's data, knowledge and business rules. It works with the Microsoft Foundry models you already use and adapts continuously as your business changes, without retraining the underlying foundation model or rebuilding your AI stack.
Does my data leave Azure when I use 4Minds?+-
No, your data does not leave Azure when you use 4Minds. In a customer-managed deployment, 4Minds runs compute, databases, object storage and vector indexes inside your Azure subscription, and inference against Foundry models runs on your own Foundry deployments.
How does 4Minds work with Microsoft Foundry?+-
4Minds works with Microsoft Foundry in two ways. You can bring your own model (BYOM) by registering Foundry deployments, including models from OpenAI, Microsoft, Meta and Mistral AI, so they appear in your users' model picker. You can also import datasets and files from your Foundry workspace. Inference runs on your Foundry deployment, grounded in the 4Minds knowledge graph.
Does 4Minds work with Microsoft 365 Copilot?+-
Yes, 4Minds works with Microsoft 365 Copilot. 4Minds appears as an agent inside Microsoft 365 Copilot, so employees can reach your organization's custom models in Teams, Word, Excel, Outlook and PowerPoint. Users select 4Minds in the agent picker and switch between models for finance, engineering, HR, legal or operations. Every answer includes a citation that links back to your data in 4Minds.
How do I deploy 4Minds on Azure?+-
You deploy 4Minds on Azure as a containerized platform on AKS. With the customer-managed option, 4Minds runs in a private subnet inside your own Azure subscription and virtual network. A guided installer deploys the full platform in one repeatable workflow.
Which Azure data sources does 4Minds connect to?+-
4Minds connects to a variety of Azure data sources. It imports data from Azure Blob Storage, Azure Database for PostgreSQL, Microsoft Fabric lakehouses and warehouses, Microsoft OneLake, Microsoft SharePoint libraries and Foundry workspaces. Fabric imports support formats including CSV, JSON, Parquet, PDF, DOCX, XLSX and images, and optional scheduled sync keeps datasets current as files and tables change.
Does 4Minds write data back to Microsoft Fabric or OneLake?+-
No, 4Minds does not write data back to Microsoft Fabric or OneLake. 4Minds has read-only access to the Microsoft Fabric and OneLake data you select. It lists and imports approved files and tables into 4Minds-managed storage and never writes, uploads or modifies anything in your Fabric or OneLake estate. Size budgets, streamed transfers and path-safety checks keep every import controlled and predictable.
Which Azure services does 4Minds use?+-
4Minds uses these Azure services: it runs on AKS and uses Azure Blob Storage for datasets, Azure Database for PostgreSQL for application state, Microsoft Fabric Warehouse as a data source, Microsoft Foundry for model access, Azure Machine Learning for fine-tuning and endpoints, Microsoft Agent Framework for agent actions, and Azure Private Link for private connectivity. Azure Key Vault integration is optional.
How does 4Minds handle identity and access on Azure?+-
4Minds handles identity and access on Azure using per-user delegated OAuth 2.0 against your Microsoft Entra ID tenant, so it inherits each user's existing permissions instead of running through an all-seeing service account. A tenant administrator grants one-time admin consent, and Azure role-based access control (RBAC) enforces least-privilege access down to individual Foundry resources, storage accounts and clusters.
Can 4Minds see more data than my users can?+-
No, 4Minds cannot see more data than your users can. 4Minds connects to Microsoft services on behalf of signed-in users, using each user's own Microsoft identity and permissions. It doesn't see data before an authorized user signs in. 4Minds validates every identity token for issuer, audience and signature, and you can pin integrations to your specific tenant, so data can't reach another one.
How does 4Minds protect credentials and data on Azure?+-
4Minds protects credentials and data on Azure by storing credentials, connection tokens and API keys encrypted in a dedicated secrets manager, with optional Azure Key Vault integration. It protects data in transit and at rest and masks sensitive values in logs and API responses. Connection tokens refresh automatically, and disconnecting an integration revokes and removes its stored access.
Can I audit what 4Minds does on Azure?+-
Yes, you can audit what 4Minds does on Azure. 4Minds logs connection activity and data access to support your compliance and review processes, and tracks usage and token consumption per integration. Its reasoning layer records how each output was shaped, checked and delivered, so every answer traces back to its source data. That gives your team a complete, auditable trail.
How do I start a free trial of 4Minds on Azure?+-
You start a free trial of 4Minds on Azure by selecting “try for free” on the 4Minds listing in Microsoft Marketplace to start a free trial. To review deployment options, data integration requirements and your use case, refer to the 4Minds on Microsoft Azure Technical Guide.
