Cross-system Query
- Employee asks
- “Which orders may be delayed?”
- Systems
- Nebula PLUS
- Retrieve order, schedule and inventory information
- Result
- At-risk orders with cause explanations
ENTERPRISE AI SCENARIOS
Move Enterprise AI From Answers to Completed Work
Employees make a request in one workspace. Nebula PLUS connects business systems under each employee’s existing identity and access to query, analyze and complete work.
Keep existing systems · retain employee access · confirm key actions
01QUERY
Find real business information
→02ANALYZE
Explain changes and causes
→03ACT
Prepare the page for confirmation
THREE BUSINESS OUTCOMES
Employees Describe the Goal. AI Finds the Systems, Information and Result.
Every scenario starts with one employee request and ends with a business result that can be reviewed.
Cross-system Analysis
- Employee asks
- “Why is East China inventory turning slower?”
- Systems
- Nebula PLUS
- Align business definitions and analyze drivers
- Result
- A trend assessment and major factors
Cross-system Action
- Employee asks
- “Create a campaign order from the payment email.”
- Systems
- Nebula PLUS
- Extract, validate and prefill business information
- Result
- Employee reviews and confirms submission
The overview uses demo content and does not represent a named customer outcome.
CROSS-SYSTEM QUERY
Ask Once and Open the Business Result as a Page
An employee asks in WorkBuddy. Nebula PLUS queries authorized business data as that employee and opens a result page for further filtering and review.
WorkBuddy receives the employee request. Nebula PLUS queries business data under the current employee identity and opens a filterable result page.
- ✓ Query as the current employee
- ✓ Business fields remain available
- ✓ Demo data · not a customer story
CROSS-SYSTEM ANALYSIS
Consolidate Business Data Into a Reviewable Analysis Page
Nebula PLUS organizes authorized business data under consistent definitions, then opens a page covering status, channels, payment methods and trends.
WorkBuddy consolidates business data. Nebula PLUS opens an analysis page covering order status, channels, payment methods and trends.
- ✓ Consolidate business information
- ✓ Present analysis as a business page
- ✓ Demo data · not a customer story
CROSS-SYSTEM ACTION
Create a Campaign Order From a Payment Email
WorkBuddy receives the request. Nebula PLUS retrieves and validates business information, opens and prefills the original page, and leaves submission to the employee.
The following is an implemented product demonstration using demo data. It is not a named customer outcome.
WorkBuddy extracts business information from a payment-success email. Nebula PLUS validates it and prefills the original business page for employee confirmation and submission.
- ✓ Extract email details
- ✓ Prefill the original page
- ✓ Employee confirms submission
CHOOSING THE FIRST SCENARIO
Start With a Scenario That Is Easy to Verify, Then Expand
The first scenario should have clear business value, a known access boundary and a result the enterprise can verify—not necessarily the greatest complexity.
EvaluationQueryAnalysisAction
Good starting pointRead-only and clearly boundedBusiness definitions are fragmentedRepeated entry or system switching
Systems involvedOne or more query sourcesMultiple data and business sourcesInformation sources and a target page
Access focusVisible data scopeScope of data used for analysisFunctional access, data access and confirmer
Human confirmationUsually no submissionA leader judges the resultEmployee confirms key submission
Acceptance resultCorrect and traceable answerVerifiable trend and causesCorrect prefill ready for confirmation
CONTINUE THE EVALUATION
Once the Scenario Is Clear, Confirm the Security and Technical Path
Security & Governance
Review employee identity, functional access, data access, confirmation and invocation audit.
Review Security Boundaries →Developers & Technical Integration
Review databases, read-only SQL, APIs, pages, Skills, Agents and the unified MCP service.
Review Integration Methods →EXPLORE BY EXISTING SYSTEM
See How AI Connects ERP, MES, WMS and OA
Each solution starts with a specific business problem and explains the systems, access boundaries and acceptance result.
FAQ
Common Scenario Questions
Do existing systems need to be rebuilt?
No. Nebula PLUS first reuses existing data, APIs, business pages, employee identity and access.
Can AI see data the employee cannot access?
No. Queries and analysis remain subject to the employee’s data access in the target system, which retains the final decision.
Does AI automatically submit every business action?
No. Queries and validation can run automatically. Employees can review and confirm create, update and approval actions before submission.
How can we start if a legacy system has incomplete APIs?
Assess read-only data, existing APIs and original business pages, then begin with a clearly bounded, verifiable capability.
Are these customer stories?
No. Query and analysis are business process storyboards. WorkBuddy is an implemented product demonstration. There is currently no public AI System Connector customer story.
Start the Assessment With One Real Business Problem
Align systems, employee access, expected results, confirmation points and the first acceptance workflow.