#Understanding Expense Analytics
Expense analytics provide visibility into:
- Who is spending the most (employees, departments)
- What categories represent biggest spend (travel, meals, supplies)
- Where employees are purchasing (merchants)
- When spending is happening (time trends)
- Why spending is occurring (business purposes)
- How Much is being reimbursed vs. card expenses
- Compliance with policies (violations, exceptions)
Use analytics to manage costs and improve policies.
#Spending Summary Dashboard
Quick overview of expense activity:
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Navigate to Dashboard > Expense Summary
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View:
- Total Expenses This Month: Sum of all expenses
- By Status: Submitted, Approved, Reimbursed, Rejected
- vs. Budget: Actual vs. budgeted spending
- Trend: Month-over-month change
- Reimbursement Pipeline: Expenses awaiting reimbursement
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Filter by:
- Date Range: Specific months or quarters
- Department/Cost Center: Specific teams
- Employee: Specific people
#Expense Report by Category
Analyze spending by expense category:
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Navigate to Reports > Spending by Category
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View:
- Category Name: (Travel, Meals, Office Supplies, etc.)
- Total Spending: Sum in this category
- % of Total: What percentage of overall spend
- Trend: Change from prior period
- Count: Number of expenses in category
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Data shown as:
- Table: Detailed numbers
- Chart: Visual pie chart or bar chart
- Trend Graph: Historical comparison
Example results:
- Travel: $45,000 (45%)
- Meals: $22,000 (22%)
- Office Supplies: $18,000 (18%)
- Professional Development: $15,000 (15%)
Click on category to drill down into individual expenses.
#Spending by Employee
View spending by individual:
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Navigate to Reports > Spending by Employee
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View table with:
- Employee Name
- Department
- Total Spending: YTD or specified period
- Avg per Expense: Average expense size
- Count: Number of expenses submitted
- Status: Reimbursed, Pending, Rejected
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Sort by:
- Total Spending: Highest spenders first
- Count: Most frequent submitters
- Avg Amount: Largest individual expenses
- Department: Group by department
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Click employee to see their recent expenses
#Spending by Merchant
Analyze which vendors/merchants you're using:
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Navigate to Reports > Spending by Merchant
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View:
- Merchant Name: Shop or restaurant name
- Total Spending: Cumulative spend with this merchant
- Frequency: How many times used
- Avg Transaction: Average amount per purchase
- Category: Type of merchant (travel, meals, etc.)
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Filter by:
- Merchant Category: Restaurant, airline, hotel, etc.
- Geography: Where merchant is located
- Date Range: Specific periods
-
Use to:
- Identify preferred vendors
- Negotiate volume discounts
- Optimize procurement
#Spending Trends
Track spending over time:
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Navigate to Reports > Spending Trends
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View data by:
- Monthly: Spending in each month
- Quarterly: Q1, Q2, Q3, Q4 comparison
- Annual: Year-over-year comparison
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Display as:
- Chart: Line graph showing trend
- Table: Detailed numbers
- Growth Rate: % increase/decrease
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Analyze:
- Seasonal patterns (higher spending in certain months?)
- Year-over-year growth (is spending increasing?)
- Forecast future spending
Example: Travel spending highest in Q3 (summer travel season), meals spike on conference days.
#Department Analysis
Compare spending across departments:
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Navigate to Reports > Department Spending
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View by:
- Department Name
- Total Spending: Sum per department
- Per Person: Average per employee
- Employees: Count of people in department
- Budget: If budgets are set
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Benchmarking:
- Which departments spend the most per capita?
- Is Sales department higher than expected?
- Is Engineering lower?
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Use for:
- Accountability
- Budget allocation
- Policy adjustments
#Policy Compliance Analysis
Monitor compliance with policies:
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Navigate to Reports > Policy Compliance
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View:
- Total Submissions: Expenses submitted
- Compliant: % meeting policy
- Violations: Expenses exceeding limits or ineligible
- Exceptions Granted: Override approvals
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Breakdown by:
- Violation Type: Exceeds limit, ineligible, missing documentation
- Category: Which categories have most violations
- Employee: Who violates most
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Analyze:
- Are policies too strict (high violations)?
- Are policies well-understood (lower violations over time)?
- Which employees need coaching?
#Reimbursement Metrics
Analyze reimbursement efficiency:
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Navigate to Reports > Reimbursement Metrics
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View:
- Submitted Expenses: Total submitted
- Approved: % approved
- Reimbursed: % paid
- Days to Reimbursement: Average time from submission to payment
- Rejection Rate: % rejected or denied
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Drill down:
- Submitted to Approved: How long does approval take?
- Approved to Reimbursed: How long does payment take?
- Total Cycle Time: Full submission to payment time
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Use to:
- Improve process efficiency
- Identify bottlenecks
- Set reimbursement targets (e.g., "Pay within 5 business days")
Monitor AI extraction accuracy:
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Navigate to Reports > Extraction Quality
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View:
- Total Receipts Processed: Receipts submitted via upload/email
- Success Rate: % extracted successfully
- Manual Corrections: Expenses that required employee correction
- Accuracy: % of extractions needing no changes
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View by:
- Merchant: Which merchants have poor extraction
- File Type: Images vs. PDFs
- Date Range: Improvement over time
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Use to:
- Identify problematic merchants
- Request better invoice formats from vendors
- Track AI improvement
#Cost Control Metrics
Measure expense management effectiveness:
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Navigate to Reports > Cost Control Metrics
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View:
- Budget vs. Actual: Spending vs. budgeted amount
- Variance: Dollar difference
- Burn Rate: Pace of spending relative to budget
- Forecasted Year-End: Projection if trend continues
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Monitor:
- Approval Rate: % of expenses approved (vs. rejected)
- Override Rate: % of policy exceptions granted
- Policy Violation Rate: % submitted despite violations
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Example:
- Annual travel budget: $100,000
- Spend to date (6 months): $52,000
- Burn rate: 52% of budget, 50% of year → On target
- Forecast year-end: $104,000 (4% over budget)
#Custom Reports
Create tailored reports:
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Navigate to Reports > Custom Report
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Click Create Report
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Select:
- Report Type: Spending, Compliance, Reimbursement, etc.
- Dimensions: Slice by employee, department, category, merchant, etc.
- Metrics: Which numbers to show (total, average, count, etc.)
- Filters: Specific date range, departments, categories
- Format: Table, chart, or both
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Run report and view results
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Save for recurring use
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Schedule to email automatically
Example custom report: "Q1 Travel Spending by Sales Representative (excluding international), compared to budget"
#Exporting Reports
Export data for further analysis:
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Open any report
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Click Export
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Choose format:
- Excel: For detailed analysis, sorting, pivot tables
- PDF: For sharing and printing
- CSV: For importing to other systems
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Click Export to download
Use exports for:
- Detailed analysis in spreadsheets
- Presentation to executives
- Import to accounting systems
#Scheduled Reports
Automatically send reports on schedule:
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Navigate to Reports > Scheduled Reports
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Click Schedule Report
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Select report type
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Configure:
- Frequency: Daily, Weekly, Monthly
- Day/Time: When to send
- Recipients: Who receives
- Format: PDF or Excel
- Filters: Any specific data
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Create schedule
Example: Monthly summary emailed to CFO every first Monday.
#Executive Dashboard
High-level view for executives:
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Navigate to Dashboard > Executive Summary
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View:
- Total Spending: All expense spending
- YTD vs. Budget: Actual vs. target
- Top Employees: Highest spenders
- Top Categories: Biggest expense areas
- Reimbursement Pending: Amount not yet paid
- Policy Violations: Current problems
- Headcount: Spending per employee
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Drill into any metric for details
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Print or share dashboard for board/executive review
#Benchmarking
Compare your company to industry:
Light provides anonymized benchmarking:
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Navigate to Reports > Benchmarking
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View:
- Your spending per employee: How much employees spend on average
- Industry average: Comparable to peer companies
- Travel category: Your % vs. industry %
- Meals category: Your % vs. industry %
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Use to:
- Justify spending levels
- Identify cost-saving opportunities
- Set realistic budgets
Example: Your company spends $5,000 per employee annually on travel. Industry average is $4,800. You're slightly above average but reasonable given your business model.
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