Microsoft Foundry services for AI agent development and governance

Delivering AI outcomes built around your business goals

VNB Consulting’s Microsoft Foundry services help organizations design, develop, deploy, and govern AI agents and intelligent applications that fit into real business workflows. As a Microsoft AI Cloud Partner, we work with your stakeholders to identify the right use cases, connect enterprise data and workflows, and build practical AI solutions that support measurable business outcomes.

Microsoft Foundry is Microsoft’s unified platform-as-a-service (PaaS) for building intelligent applications, bringing together large language models (LLMs), AI agents, custom applications, and enterprise-grade governance in one environment. It simplifies the AI lifecycle with a familiar development experience, flexible model choices, and built-in security and monitoring.

    Get a Free Quote

    From AI ideas to governed agent implementation

    At VNB Consulting, we help organizations apply Microsoft Foundry with a practical implementation approach. We work with your business and technology stakeholders to understand where AI can create value, define the right agent scenarios, and design solutions that fit into your existing systems, processes, and operating model.

    Whether the goal is to improve knowledge access, automate document-heavy work, support customer inquiries, streamline approvals, or assist decision-making, we help bring the right Microsoft Foundry capabilities together so AI can move from experimentation to business adoption.

    Identify

    Start with the right use case

    See where AI agents can create practical value, reduce manual effort, improve consistency, or support better decisions.

    Design

    Design agents around real workflows

    Define how agents should use business knowledge, tools, data, instructions, and human review to support tasks your teams already manage.

    Integrate

    Connect AI with enterprise systems

    Integrate Microsoft Foundry-powered solutions with Microsoft 365, Teams, SharePoint, Power Platform, Azure services, APIs, and business applications.

    Govern

    Govern agents from the start

    Plan access, ownership, monitoring, security, lifecycle management, and Microsoft Agent 365 enablement so agents can scale responsibly.

    Connect AI Agents to Real Business Processes

    AI agents are most valuable not only when they can answer questions but also when they are able to operate within actual business processes, respond to events, connect with enterprise systems, trigger workflows, and get people involved when a review or approval is needed.

    Many AI projects begin with assistants that provide answers or summarize information. The next step is agentic automation, where AI can take part in business workflows, support decision-making, and move work forward with the appropriate governance controls in place.

    At VNB, we help organizations combine Microsoft Foundry with Azure Logic Apps to create governed workflow agents. These agents bring together AI reasoning, business process automation, enterprise integrations, knowledge grounding, and human-in-the-loop controls. The result is AI that does not just provide answers, but supports real business action with security, visibility, and governance.

    Our Comprehensive Microsoft Foundry Services

    We enable organizations bring AI into their business through a structured Microsoft Foundry implementation approach. Our Microsoft Foundry services cover strategy, agent development, deployment, integration, governance, and ongoing support, helping you move from AI ideas to secure, scalable, and business-ready solutions. 

    AI Strategy and Use Case Discovery for Microsoft Foundry

    We work with your business and technology stakeholders to identify where AI agents and intelligent applications can create practical value. Instead of starting with technology alone, we help define the business problem, users, data needs, success measures, and implementation roadmap.

    We help you –

    • Identify high-impact AI and agent use cases
    • Align AI initiatives with measurable business outcomes
    • Prioritize workflows where AI can reduce manual effort or improve consistency
    • Assess data, process, and technology readiness
    • Build a phased roadmap from pilot to production adoption
    We help identify where AI agents and intelligent applications can create practical value.

    Agent Architecture and Environment Planning

    We help you design the right architecture for your AI solution. This includes defining how agents should be built, how they should connect with enterprise knowledge, what models and tools they should use, how they should integrate with business workflows, and how security, monitoring, and governance should be applied.

    We help you –

    • Define the right agent architecture for your business scenario
    • Connect agents with approved enterprise data and knowledge sources
    • Plan model, tool, and workflow integration requirements
    • Apply security, access, monitoring, and governance considerations
    • Align the solution with your Microsoft ecosystem and business applications
    Define architecture for AI Agent implementation, connect agents with approved data and knowledge sources, and align your solution with your business ecosystem

    AI Agent and Model Development Services

    Using Microsoft Foundry’s AI Model Catalog, we design and build AI agents that can work with business context, retrieve trusted information, use tools, support multi-step tasks, and assist users across everyday workflows.

    We help you –

    • Build internal knowledge agents
    • Build customer support and service agents
    • Build document-based query agents
    • Build workflow-aware operational agents
    • Develop prompt-based and custom agents
    • Test, refine, and improve agent behavior
    • Include human review where business oversight is needed
    AI agent and Model Development Services

    Agent Deployment, Hosting, and Ongoing Management

    Building an agent is only the beginning. We help move agents from prototype to production with the right deployment, hosting, monitoring, versioning, lifecycle management, and support approach.

    We help you –

    • Deploy agents into production-ready environments
    • Support hosted agent implementation
    • Configure monitoring and performance review
    • Plan agent versioning and lifecycle management
    • Maintain agents as business needs evolve
    • Support ongoing enhancements based on user feedback
    Deploy agents into production environment

    Enterprise Knowledge and Workflow Integration

    AI agents become more useful when they are connected to trusted business knowledge and the systems your teams already use. We help integrate your AI solutions with enterprise content, applications, workflows, and approval processes.

    We help you –

    • Connect agents with SharePoint and enterprise documents
    • Ground responses in approved business knowledge
    • Integrate agents with Microsoft Teams and Microsoft 365 workflows
    • Connect with Power Automate and Logic Apps
    • Integrate with APIs and operational systems
    • Add human-in-the-loop review and approval flows

    Workflow Agent Orchestration with Azure Logic Apps

    When AI agents are connected to real business processes, they need an orchestration layer that links them with enterprise systems, approvals, and operational tasks. VNB helps design this layer using Microsoft Foundry and Azure Logic Apps together, enabling agents to support business workflows in a governed and scalable way.

    We help you –

    • Design workflow agent use cases
    • Connect agents to business systems and workflows
    • Orchestrate processes with Azure Logic Apps
    • Add human-in-the-loop approvals
    • Apply governance, monitoring, and security controls

    Agent Governance, Microsoft Agent 365, and AI Center of Excellence

    As AI agents move into production, organizations need clear ownership, visibility, access control, monitoring, lifecycle management, and responsible AI practices. We help organizations plan agent governance using Microsoft Agent 365 and establish Center of Excellence practices to support secure, scalable, and consistent AI adoption.

    We help you –

    • Plan agent governance and ownership models
    • Establish agent inventory and lifecycle controls
    • Define access, permission, and monitoring models
    • Align agents with security and compliance requirements
    • Set up AI Center of Excellence practices
    • Create governance policies for responsible agent adoption
    Governance and Center of Excellence

    Where Microsoft Foundry Creates Impact

    Microsoft Foundry can support a wide range of AI scenarios, especially where teams spend time searching for information, reviewing documents, responding to requests, routing work, or making repeatable decisions. VNB Consulting helps identify the right starting point and build AI agents and intelligent applications around your business context.

    Below are some scenarios where we help teams see quick, meaningful results. These examples highlight what’s possible. We tailor every solution to the needs, data and goals of your organization.

    Enterprise Knowledge Assistants

    Help employees find answers from approved internal documents, policies, procedures, project content, and knowledge repositories.

    Example scenarios

    • Internal policy and procedure assistant
    • Project knowledge assistant
    • HR, finance, or operations knowledge support
    • Service desk knowledge assistant

    Customer Request Triage and Response

    Help teams manage incoming customer requests by identifying intent, retrieving relevant business information, preparing responses, and routing them for review and approval.

    Example scenarios

    • Customer inquiry classification and routing
    • Knowledge-grounded response preparation
    • Human review and approval of AI-generated responses
    • Request escalation and follow-up coordination

    Document Review and Processing

    Use AI agents and intelligent applications to extract, classify, summarize, and validate information from documents, emails, forms, contracts, reports, and operational records.

    Example scenarios

    • Contract review assistance
    • Form and intake processing
    • Invoice or order document review
    • Document-based question answering

    Workflow and Approval Assistance

    Add AI support to approval processes, request routing, notifications, exception handling, and operational handoffs.

    Example scenarios

    • Approval summary generation
    • Missing information checks
    • Routing recommendations
    • Escalation and exception support

    Operational Decision Support

    Help teams review available information, identify patterns, detect exceptions, and support next-step recommendations based on business context.

    Example scenarios

    • Risk or exception review
    • Operational status summaries
    • KPI-based follow-up recommendations
    • Data-backed decision support

    Governed Agent Ecosystem

    Support organizations as they move from individual AI agents to a managed agent ecosystem with visibility, security, governance, ownership, and lifecycle control.

    Example scenarios

    • Agent inventory and ownership model
    • Microsoft Agent 365 enablement
    • Agent access and permission governance
    • Monitoring and observability planning

    Bring your AI ideas to life with Microsoft Foundry

    Build governed AI agents tailored to your data, workflows, and business goals.

    Work With Us
    Microsoft Foundry services for AI agent development and governance

    Delivering AI outcomes built around your business goals

    VNB Consulting’s Microsoft Foundry services help organizations design, develop, deploy, and govern AI agents and intelligent applications that fit into real business workflows. As a Microsoft AI Cloud Partner, we work with your stakeholders to identify the right use cases, connect enterprise data and workflows, and build practical AI solutions that support measurable business outcomes.

    Microsoft Foundry is Microsoft’s unified platform-as-a-service (PaaS) for building intelligent applications, bringing together large language models (LLMs), AI agents, custom applications, and enterprise-grade governance in one environment. It simplifies the AI lifecycle with a familiar development experience, flexible model choices, and built-in security and monitoring.

      Get a Free Quote

      From AI ideas to governed agent implementation

      At VNB Consulting, we help organizations apply Microsoft Foundry with a practical implementation approach. We work with your business and technology stakeholders to understand where AI can create value, define the right agent scenarios, and design solutions that fit into your existing systems, processes, and operating model.

      Whether the goal is to improve knowledge access, automate document-heavy work, support customer inquiries, streamline approvals, or assist decision-making, we help bring the right Microsoft Foundry capabilities together so AI can move from experimentation to business adoption.

      Identify

      Start with the right use case

      See where AI agents can create practical value, reduce manual effort, improve consistency, or support better decisions.

      Design

      Design agents around real workflows

      Define how agents should use business knowledge, tools, data, instructions, and human review to support tasks your teams already manage.

      Integrate

      Connect AI with enterprise systems

      Integrate Microsoft Foundry-powered solutions with Microsoft 365, Teams, SharePoint, Power Platform, Azure services, APIs, and business applications.

      Govern

      Govern agents from the start

      Plan access, ownership, monitoring, security, lifecycle management, and Microsoft Agent 365 enablement so agents can scale responsibly.

      Connect AI Agents to Real Business Processes

      AI agents are most valuable not only when they can answer questions but also when they are able to operate within actual business processes, respond to events, connect with enterprise systems, trigger workflows, and get people involved when a review or approval is needed.

      Many AI projects begin with assistants that provide answers or summarize information. The next step is agentic automation, where AI can take part in business workflows, support decision-making, and move work forward with the appropriate governance controls in place.

      At VNB, we help organizations combine Microsoft Foundry with Azure Logic Apps to create governed workflow agents. These agents bring together AI reasoning, business process automation, enterprise integrations, knowledge grounding, and human-in-the-loop controls. The result is AI that does not just provide answers, but supports real business action with security, visibility, and governance.

      Our Comprehensive Microsoft Foundry Services

      We enable organizations bring AI into their business through a structured Microsoft Foundry implementation approach. Our Microsoft Foundry services cover strategy, agent development, deployment, integration, governance, and ongoing support, helping you move from AI ideas to secure, scalable, and business-ready solutions. 

      AI Strategy and Use Case Discovery for Microsoft Foundry

      We work with your business and technology stakeholders to identify where AI agents and intelligent applications can create practical value. Instead of starting with technology alone, we help define the business problem, users, data needs, success measures, and implementation roadmap.

      We help you –

      • Identify high-impact AI and agent use cases
      • Align AI initiatives with measurable business outcomes
      • Prioritize workflows where AI can reduce manual effort or improve consistency
      • Assess data, process, and technology readiness
      • Build a phased roadmap from pilot to production adoption

      Agent Architecture and Environment Planning

      We help you design the right architecture for your AI solution. This includes defining how agents should be built, how they should connect with enterprise knowledge, what models and tools they should use, how they should integrate with business workflows, and how security, monitoring, and governance should be applied.

      We help you –

      • Define the right agent architecture for your business scenario
      • Connect agents with approved enterprise data and knowledge sources
      • Plan model, tool, and workflow integration requirements
      • Apply security, access, monitoring, and governance considerations
      • Align the solution with your Microsoft ecosystem and business applications

      AI Agent and Model Development Services

      Using Microsoft Foundry’s AI Model Catalog, we design and build AI agents that can work with business context, retrieve trusted information, use tools, support multi-step tasks, and assist users across everyday workflows.

      We help you –

      • Build internal knowledge agents
      • Build customer support and service agents
      • Build document-based query agents
      • Build workflow-aware operational agents
      • Develop prompt-based and custom agents
      • Test, refine, and improve agent behavior
      • Include human review where business oversight is needed

      Agent Deployment, Hosting, and Ongoing Management

      Building an agent is only the beginning. We help move agents from prototype to production with the right deployment, hosting, monitoring, versioning, lifecycle management, and support approach.

      We help you –

      • Deploy agents into production-ready environments
      • Support hosted agent implementation
      • Configure monitoring and performance review
      • Plan agent versioning and lifecycle management
      • Maintain agents as business needs evolve
      • Support ongoing enhancements based on user feedback

      Enterprise Knowledge and Workflow Integration

      AI agents become more useful when they are connected to trusted business knowledge and the systems your teams already use. We help integrate your AI solutions with enterprise content, applications, workflows, and approval processes.

      We help you –

      • Connect agents with SharePoint and enterprise documents
      • Ground responses in approved business knowledge
      • Integrate agents with Microsoft Teams and Microsoft 365 workflows
      • Connect with Power Automate and Logic Apps
      • Integrate with APIs and operational systems
      • Add human-in-the-loop review and approval flows

      Workflow Agent Orchestration with Azure Logic Apps

      When AI agents are connected to real business processes, they need an orchestration layer that links them with enterprise systems, approvals, and operational tasks. VNB helps design this layer using Microsoft Foundry and Azure Logic Apps together, enabling agents to support business workflows in a governed and scalable way.

      We help you –

      • Design workflow agent use cases
      • Connect agents to business systems and workflows
      • Orchestrate processes with Azure Logic Apps
      • Add human-in-the-loop approvals
      • Apply governance, monitoring, and security controls

      Agent Governance, Microsoft Agent 365, and AI Center of Excellence

      As AI agents move into production, organizations need clear ownership, visibility, access control, monitoring, lifecycle management, and responsible AI practices. We help organizations plan agent governance using Microsoft Agent 365 and establish Center of Excellence practices to support secure, scalable, and consistent AI adoption.

      We help you –

      • Plan agent governance and ownership models
      • Establish agent inventory and lifecycle controls
      • Define access, permission, and monitoring models
      • Align agents with security and compliance requirements
      • Set up AI Center of Excellence practices
      • Create governance policies for responsible agent adoption

      Where Microsoft Foundry Creates Impact

      Microsoft Foundry can support a wide range of AI scenarios, especially where teams spend time searching for information, reviewing documents, responding to requests, routing work, or making repeatable decisions. VNB Consulting helps identify the right starting point and build AI agents and intelligent applications around your business context.

      Below are some scenarios where we help teams see quick, meaningful results. These examples highlight what’s possible. We tailor every solution to the needs, data and goals of your organization.

      Enterprise Knowledge Assistants

      Help employees find answers from approved internal documents, policies, procedures, project content, and knowledge repositories.

      Example scenarios

      • Internal policy and procedure assistant
      • Project knowledge assistant
      • HR, finance, or operations knowledge support
      • Service desk knowledge assistant

      Customer Request Triage and Response

      Help teams manage incoming customer requests by identifying intent, retrieving relevant business information, preparing responses, and routing them for review and approval.

      Example scenarios

      • Customer inquiry classification and routing
      • Knowledge-grounded response preparation
      • Human review and approval of AI-generated responses
      • Request escalation and follow-up coordination

      Document Review and Processing

      Use AI agents and intelligent applications to extract, classify, summarize, and validate information from documents, emails, forms, contracts, reports, and operational records.

      Example scenarios

      • Contract review assistance
      • Form and intake processing
      • Invoice or order document review
      • Document-based question answering

      Workflow and Approval Assistance

      Add AI support to approval processes, request routing, notifications, exception handling, and operational handoffs.

      Example scenarios

      • Approval summary generation
      • Missing information checks
      • Routing recommendations
      • Escalation and exception support

      Operational Decision Support

      Help teams review available information, identify patterns, detect exceptions, and support next-step recommendations based on business context.

      Example scenarios

      • Risk or exception review
      • Operational status summaries
      • KPI-based follow-up recommendations
      • Data-backed decision support

      Governed Agent Ecosystem

      Support organizations as they move from individual AI agents to a managed agent ecosystem with visibility, security, governance, ownership, and lifecycle control.

      Example scenarios

      • Agent inventory and ownership model
      • Microsoft Agent 365 enablement
      • Agent access and permission governance
      • Monitoring and observability planning

      Microsoft Foundry can support a wide range of AI scenarios, especially where teams spend time searching for information, reviewing documents, responding to requests, routing work, or making repeatable decisions. VNB Consulting helps identify the right starting point and build AI agents and intelligent applications around your business context.

      Below are some scenarios where we help teams see quick, meaningful results. These examples highlight what’s possible. We tailor every solution to the needs, data and goals of your organization.

      Bring your AI ideas to life with Microsoft Foundry

      Build governed AI agents tailored to your data, workflows, and business goals.

      Work With Us