Enterprise AI Agent SaaS for Manufacturing
An enterprise AI Agent that reads manufacturing business documents and supports requirement organization, task breakdown, diagram generation, and review, integrated with Teams and Azure.
Challenge
Specifications, meeting minutes, and design documents were scattered across teams and folders, making requirement organization and task breakdown time-consuming. The product needed to integrate with Teams, Azure, and internal systems while enforcing access control by organization and department.
Solution
Built an AI Agent that ingests business documents and connects requirement organization, task generation, diagram generation, review support, and analysis support. Designed and implemented Teams App publishing, Azure infrastructure, Entra ID / OIDC authentication and authorization, and human-in-the-loop approval workflows. Also handled concept and PoC work for connecting analysis tools such as MATLAB / Simulink to the AI Agent.
Result
Built an enterprise AI Agent platform where document analysis, requirement organization, task creation, and review support can be handled in one place inside Teams.
Team
1 member, 5 months
Design and implementation
Role
Handled AI Agent design, Teams/Azure integration, authentication, and workflow implementation.
Worked on the AI Agent core, business document analysis, external system integration, Teams App, and Entra ID-based access control.
Tech Stack
Key Features
AI Agent core: read specifications, minutes, and design documents to support requirement organization, task generation, and review
Business document analysis: parsing, structuring, and summarizing internal documents
Teams App: publishing and integration on Microsoft Teams
Authentication: login and access control with Entra ID (Azure AD) and OIDC
Access control: permission and tenant/organization/department-level access management
Human-in-the-loop workflows with approval steps before key actions
Concept and PoC for connecting MATLAB / Simulink analysis tools to the AI Agent
Technical Highlights
Enterprise-Oriented Configuration
Designed around Teams / Copilot / Azure and internal data integration, with Entra ID / OIDC authentication and organization/department-level access control.
Human Approval Before Key Actions
Kept AI-generated requirements, tasks, and reviews separate from final decisions by inserting human approval steps into the workflow.
Bridging AI Agents and Analysis Tools
Explored connecting manufacturing analysis tools such as MATLAB / Simulink to the AI Agent through concept design and PoC development.