✦ AI Use Case

AI Formula Suggestions
Intelligent Formula Authoring

How Microsoft 365 Copilot's formula engine eliminates errors and accelerates complex calculation development for non-technical business users.

🏚 Industry: Healthcare / HR
🛠 Tool: Microsoft 365 Copilot in Excel
Impact: 80% fewer formula errors

Business Problem

Scenario: Employee Benefits Eligibility Calculator

An HR team maintains a 2,000-row employee workbook tracking benefits eligibility. Rules are complex: employees qualify based on hire date, hours worked, employment type, and department — requiring nested IF, VLOOKUP, and date functions that frequently break when data changes. The team spends hours each month debugging broken formulas.

Copilot Formula Generation

Natural Language Prompt
Return Eligible if: hired more than 90 days ago,
works more than 30 hrs/week, AND is Full-Time or Part-Time.
Otherwise return Not Eligible.
Copilot-Generated Formula
=IF(AND(TODAY()-[@HireDate]>90,
       [@HoursPerWeek]>30,
       OR([@EmploymentType]="Full-Time",
          [@EmploymentType]="Part-Time")),
   "Eligible","Not Eligible")

Copilot also explains each argument in plain English and flags potential issues like blank HireDate cells that could cause errors.

Advanced Example — Tiered Bonus Calculation
Prompt: "5% bonus if score=3, 8% if score=4, 12% if score=5, else 0"

Result: =IFS([@PerfScore]=5,[@Salary]*0.12,
             [@PerfScore]=4,[@Salary]*0.08,
             [@PerfScore]=3,[@Salary]*0.05,
             TRUE,0)
Beyond formulas: Copilot also suggests when to use XLOOKUP vs VLOOKUP, recommends structured table references over cell ranges, and flags potential circular reference issues before they occur.

Measured Outcomes

80%
Fewer formula errors reported
3x
Faster formula development
100%
Formula logic auto-documented
0
External consultants needed