AI Agent Transformation
Find high-value work, design governed agents, validate a PoC, and move to production with Microsoft 365 and Azure.
- Business workflow discovery
- Agent architecture & PoC
- Security, quality & operations
Microsoft 365 AI & Change Management
Turn AI possibilities into
work people actually use
AI That Decides.
QURAI connects enterprise AI agents, Microsoft 365 Copilot adoption, and measurable change in one delivery path.
60+
Enterprise projects
134
Work items assessed
10
Agent portfolio
QURAI Agent Platform
TeamsAgent
SharePointAgent
OutlookAgent
ExcelAgent
QURAI Orchestration Engine
Microsoft Graph
Azure OpenAI
Entra ID
Purview
DLP
Two connected capabilities
Build the technology. Make the change stick.
One partner connects technical delivery and user adoption, so value does not stop at a pilot.
Copilot Adoption & Change
Define the right learning scope, activate real work scenarios, and measure adoption across teams.
- Readiness & stakeholder analysis
- Role-based learning journeys
- Adoption measurement & reinforcement
Representative agent portfolio
Start with a real workflow, not a generic chatbot
Three representative patterns from a broader 10-agent portfolio. Each combines automation with permissions, evidence, and human review.
MI Automation
Tenant-testedBusiness challenge
Recurring market-intelligence collection and reporting consumes specialist time.
Agent outcome
Collect, structure, and draft an evidence-linked report for expert review.
Technology
Copilot Studio · Power Automate · SharePoint
Control principle
Source traceability and human approval
Also covers Pricing · QA Audit · Code Compliance · Portfolio Review · Patent · LCA · Greenwashing
One delivery path
From diagnosis to measurable adoption in five steps
Agent Factory and change management are combined into one accountable flow.
01
Diagnose
Map users, work, data, and constraints.
02
Prioritize
Score value, feasibility, and risk.
03
Build
Design, prototype, and validate quality.
04
Adopt
Train by role and activate real scenarios.
05
Measure
Track usage, value, and improvements.
Digital enablement tools
Make the next decision without hunting through pages
The assessment, scenario library, and learning experience are connected to the same journey.
Copilot Scope Finder
Turn audience, goals, and constraints into a practical learning scope.
Request a guided assessmentPrompt & Scenario Library
Find role-relevant examples and copy a usable starting prompt quickly.
Review in a briefingClient Learning Hub
Keep modules, progress, FAQs, and help in one guided learning space.
Plan a learning journeyDelivery Evidence
Enterprise experience behind the agent platform
Selected Microsoft, cloud, workplace, and infrastructure delivery records from the QURAI portfolio. These are implementation references, not claimed AI-agent outcome studies.
Hyundai AutoEver
2023–2025Delivery scope
Microsoft technical support and license optimization
Technology
MicrosoftM365License
Outcome evidence shared where disclosure is approved
SoluM
2025–2026Delivery scope
Microsoft 365 smart workplace deployment
Technology
M365TeamsMigration
Outcome evidence shared where disclosure is approved
Hanwha Systems
2024Delivery scope
Azure cloud infrastructure deployment
Technology
AzureHybrid Cloud
Outcome evidence shared where disclosure is approved
Hanwha Investment
2024Delivery scope
Microsoft technical support and infrastructure operations
Technology
AzureM365Security
Outcome evidence shared where disclosure is approved
Samsung Card
2023–2024Delivery scope
Office infrastructure optimization and operations
Technology
VDIInfrastructureWindows
Outcome evidence shared where disclosure is approved
Gyeonggi Office of Education
2023–2025Delivery scope
Smart education environment and AD/MECM operations
Technology
ADMECMPublic Sector
Outcome evidence shared where disclosure is approved
Detailed scope, references, and measurable outcomes can be shared during a briefing where client permissions allow.
Choose a practical starting point
Manufacturing
Common challenge
Global knowledge, field operations, and approval workflows
Recommended start
Start with Teams + SharePoint agents
Financial Services
Common challenge
Controlled reporting, audit trails, and security operations
Recommended start
Start with Decision + Security agents
Public Sector
Common challenge
Permission-aware knowledge and repeatable citizen-service workflows
Recommended start
Start with Knowledge + Workflow agents
Enterprise IT
Common challenge
Service intelligence, incident context, and governance at scale
Recommended start
Start with Security + Teams agents
Before you begin
Questions teams ask before an AI initiative
A practical starting point depends on the work, data, permissions, and change conditions—not only the tool.
Where do we start?
We first identify repetitive, time-consuming work with stable outputs, then assess value, feasibility, data access, risk, and the point where people must review.
Do we need to replace Microsoft 365?
No. The approach extends your current Microsoft 365, Entra ID, Power Platform, Copilot Studio, Azure, and governance environment.
What happens before a PoC?
We confirm the workflow, users, source data, permissions, expected output, prohibited actions, and success criteria before choosing the implementation path.
How do you handle security and AI errors?
Permissions, source evidence, human approval, audit records, and explicit boundaries are designed into the workflow. High-risk decisions remain with accountable people.
Is training included?
When adoption is in scope, role-based learning uses real work materials and continues through office hours, support, measurement, and internal champions.
How is success measured?
Usage is only one signal. We also measure repeat use, completed work outputs, cycle time, quality, rework, and the organization’s existing business indicators.
Start Your AI Agent Journey
Find the right next AI workflow
for your organization
Share your current work and goals. We will propose a practical starting point connecting agent delivery and Copilot adoption.
Bring three things to the first conversation
1
Current work
A repetitive or time-consuming workflow
2
Environment
Microsoft 365, data, and permission context
3
Desired change
Time to reduce and outputs that must remain
Microsoft Partner · Oracle Gold Partner · 60+ Enterprise Projects