Upload
Excel, CSV, or a reusable reporting template
Solutions
Upload the file once. Build a repeatable decision system.
NexusAI connects Excel-friendly imports, validation, source-backed analytics, team discussion, and standard work. Automate repeatable processing while keeping exceptions and approvals human-controlled.
Excel friendlySource traceableHuman approved
Repeatable processingAutomatedapproved mapping, validation, routing, and KPI refresh where rules support it
Human controlRequiredmaterial exceptions, approvals, judgment, and business-rule changes
Mapped onceValidated every runTraceable always
Inside the workspace
One connected flow from spreadsheet to team action.
Automation handles repeatable processing. People stay responsible for uncertain mappings, material exceptions, approvals, and changes to business rules.
Understand
Detect headers, sheets, periods, and likely dataset
Validate
Separate ready, changed, duplicate, invalid, and review rows
Map
Connect source columns to canonical business concepts
Automate
Reuse approved mappings and validation rules next period
Analyze
Build source-backed KPIs, pivots, trends, and comparisons
Act
Recommend an owner, due date, and next best action
Improve
Discuss the fix and preserve it as standard work
Smart import configuration
Ask only what cannot be determined safely.
NexusAI detects the file structure and proposes mappings first. The guided questions resolve ambiguity and become reusable rules for later uploads.
01
Data purpose
What business data is this: sales, expense, inventory, labor, budget, EDI, or another dataset?
02
Business context
Which company, department, location, customer, or project owns it?
03
Reporting period
What period does the file cover, and which date should drive reporting?
04
Record identity
Which field or field combination uniquely identifies a row?
05
Exception policy
Should duplicates be held, merged, replaced, or routed for review?
06
Team ownership
Who reviews exceptions and who approves changes?
Executive overview
Real analytics from the customer’s validated data.
The account opens to an executive dashboard—not an upload history. KPIs, pivot-style tables, charts, filters, period comparisons, and drilldowns update from included normalized records.
- Revenue, expense, margin, budget, forecast, labor, inventory, and operational exceptions
- Date, customer, department, location, item, and project filters when those fields exist
- Saved pivot views and Excel export
- Drilldown to the original file, sheet, row, and mapped field
Executive OverviewValidated performanceLive workspace data
RevenueFrom imports
MarginCalculated
ExceptionsAssigned
Pivot analysis
Available
Period comparison
Available
Source trace
Available
Excel export
Available
Next fix + next best action
Turn an exception into owned, reviewable work.
Each recommendation keeps its evidence, owner, priority, discussion, decision, and resulting work instruction together.
SignalRecommended actionOwnerPriority
Revenue varianceReview 12 delayed orders driving the Southeast gap.Sales managerHigh
Import exceptionConfirm the customer identifier on 2 unmatched rows.Data ownerReview
Process improvementUpdate WI-014 with the approved duplicate-row check.OperationsNormal
Collaboration + standard work
Discuss the evidence, approve the fix, and retain the lesson.
Comments, mentions, ownership, due dates, approvals, attachments, and revision-controlled work instructions keep improvement work out of disconnected email chains.
Recommended next action
Assign the sales manager to review 12 delayed orders responsible for most of the regional revenue gap.
01 Evidence · validated order rows02 Decision · accepted by manager03 Follow-up · due September 2
Build the rules once. Improve the decisions every cycle.
Start with Excel or CSV, retain source traceability, and automate the repeatable work without removing human control.