01
AI Agent Transformation
Find high-value work, design governed agents, validate a PoC, and move to production with Microsoft 365 and Azure.
- 01Business workflow discovery
- 02Agent architecture & PoC
- 03Security, quality & operations
ENTERPRISE AI AGENT · MICROSOFT 365
Understand the work.
Decide. Execute.
AI THAT UNDERSTANDS. DECIDES. EXECUTES.
QURAI turns repetitive enterprise work into governed AI Agents and helps Microsoft 365 Copilot deliver measurable adoption.
About 2 minutes · We will recommend the diagnostic scope and best starting point
ENTERPRISE AI TECHNOLOGY ECOSYSTEM
01Microsoft 36502Azure03Copilot Studio04Power Platform05Entra ID06Purview
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.
02
Copilot Adoption & Change
Define the right learning scope, activate real work scenarios, and measure adoption across teams.
- 01Readiness & stakeholder analysis
- 02Role-based learning journeys
- 03Adoption measurement & reinforcement
Discover
Build
Adopt
Measure
Copilot adoption entry points
Start with the intervention your organization needs now
Each engagement can stand alone or connect into one adoption program with measurable outputs.
Request an adoption assessment01
Readiness diagnostic
Assess Microsoft 365 foundations, user needs, governance constraints, and priority opportunities.
Readiness findings · priority roadmap
02
Adoption activation
Develop role-based use cases and mobilize champions, communications, and practical scenario support.
Use-case portfolio · activation plan
03
Capability enablement
Deliver scenario-led learning, hands-on workshops, and reinforcement tied to real work.
Learning journey · practice · measurement
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.
AGENT WORKSPACE
MI Automation
Business challenge
Recurring market-intelligence collection and reporting consumes specialist time.
Control principle
Source traceability and human approval
Work input
Connect evidence
Reviewable output
Agent outcome
Collect, structure, and draft an evidence-linked report for expert review.
TechnologyCopilot StudioPower AutomateSharePoint
Connected agent coverage
One control plane across knowledge, decisions, action, and Copilot
01
Knowledge
Permission-aware search with citations across enterprise documents.
02
Data & Decision
Structure operational data and produce reviewable decision context.
03
Workflow & Action
Move approved work into Microsoft 365 and connected systems.
04
Copilot Extension
Extend Copilot Studio with role-specific scenarios and controls.
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
DELIVERY STAGE
Diagnose
Map users, work, data, and constraints.
Deliverable
Work and data diagnostic
02
DELIVERY STAGE
Prioritize
Score value, feasibility, and risk.
Deliverable
Opportunity scorecard and roadmap
03
DELIVERY STAGE
Build
Design, prototype, and validate quality.
Deliverable
Validated PoC and quality report
04
DELIVERY STAGE
Adopt
Train by role and activate real scenarios.
Deliverable
Role-based learning and scenarios
05
DELIVERY STAGE
Measure
Track usage, value, and improvements.
Deliverable
Adoption dashboard and improvement plan
Digital enablement tools
Make the next decision without hunting through pages
The assessment, scenario library, and learning experience are connected to the same journey.
5 inputs · 18-course catalog
Copilot Scope Finder
Turn audience, goals, and constraints into a practical learning scope.
Scope design
Audience
Adoption goal
Recommended path
57 prompts · 6 scenarios
Prompt & Scenario Library
Find role-relevant examples and copy a usable starting prompt quickly.
Scenario finder
Role filter
Work prompt
Apply now
Client-only workspace
Client Learning Hub
Keep modules, progress, FAQs, and help in one guided learning space.
Learning operations
Progress
Practice task
Support
Delivery 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.
Samsung Securities
2026Delivery scope
Microsoft 365 E5 and Microsoft 365 Copilot deployment for the internal business network
Technology
M365 E5CopilotEnterprise Network
Outcome evidence shared where disclosure is approved
LG Electronics
2026Delivery scope
Microsoft 365 Copilot adoption and company-wide user training in progress
Technology
M365 CopilotAdoptionUser Training
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
Hyundai AutoEver
2023–2025Delivery scope
Microsoft technical support and license optimization
Technology
MicrosoftM365License
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
01
Manufacturing
Common challenge
Global knowledge, field operations, and approval workflows
Recommended start
Start with Teams + SharePoint agents
02
Financial Services
Common challenge
Controlled reporting, audit trails, and security operations
Recommended start
Start with Decision + Security agents
03
Public Sector
Common challenge
Permission-aware knowledge and repeatable citizen-service workflows
Recommended start
Start with Knowledge + Workflow agents
04
Enterprise IT
Common challenge
Service intelligence, incident context, and governance at scale
Recommended start
Start with Security + Teams agents
Company
Enterprise foundations, built for the AI era
Founded in Seoul in 2020, QURAI brings enterprise technology delivery and AI transformation into one focused practice.
2020Founded in Seoul
60+Enterprise projects
Core capability
- 01Microsoft 365 & Azure
- 02Oracle & enterprise data
- 03Infrastructure & security
- 04AI Agent transformation
Seoul, South KoreaBusiness inquiries · tom@qurai.ai
Company milestones
- 2020
QURAI founded
- 2021–22
Enterprise SI and data capability established
- 2023–24
Portfolio expanded beyond 60 enterprise projects
- 2025–26
QURAI.AI launched and enterprise AI Agent and Copilot adoption expanded
Careers
Build the next standard for enterprise AI with us
Join QURAI to connect technology and people—and create meaningful change for our customers.
5 open positions
Application status and detailed requirements are available in each JobKorea posting.
Microsoft 36501
Microsoft 365 Administrator
Operate and continuously improve Microsoft 365 and Copilot environments for enterprise users.
Apply by Sep 27, 2026
View on JobKoreaMicrosoft infrastructure02
Microsoft Exchange Administrator & Operations Manager
Operate stable Exchange and Microsoft enterprise environments.
Apply by Sep 18, 2026
View on JobKoreaEnterprise AI03
AI Agent Engineer
Design enterprise AI agents and connect them to Microsoft 365 and Azure workflows.
Ongoing recruitment
View on JobKoreaAdoption & enablement04
IT Training Instructor
Design and deliver training that helps enterprise users apply new technology at work.
Apply by Sep 4, 2026
View on JobKoreaBusiness operations05
Business Support & General Administration
Support daily administration and business operations so teams can focus on customer outcomes.
Ongoing recruitment
View on JobKoreaBefore 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.
Microsoft Partner · Oracle Gold Partner · 60+ Enterprise Projects