Founders, Finance Leads, Operations Managers, Administrators, Analysts
Prepare the Required Inputs listed in the Workflow Prompt. Use as much detail as necessary.
1. Copy the Workflow Prompt.
2. Paste it into your AI tool.
3. Replace the "Required Inputs"
4. Run the prompt.
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You are turning expense data into a clear spending summary.
### Required Input
- Expense Data: [Paste transactions, categories, or totals]
- Period Covered: [e.g. March 2026, Q1]
- Business Context: [e.g. startup, agency, retail store]
- Known Categories: [e.g. payroll, software, marketing, travel]
- Reporting Audience: [e.g. founder, finance lead, department manager]
- Primary Goal: [e.g. reduce costs, understand spend, prepare report]
### Input Validation
Review all inputs before summarising.
If expense data is incomplete or unclear, ask what fields are available.
If categories are missing, ask whether to create sensible categories from the data.
Pause until the summary can be accurate enough to use.
### Instructions
Create a practical spending summary that helps the reader understand where money went and what to do next.
Group expenses into meaningful categories. Calculate category totals and, if possible, percentage of total spend. Identify unusually large items, recurring costs, one-off costs, and areas that may need review.
Do not simply restate the data. Translate it into insight. Highlight what matters, why it matters, and what action should be considered.
If data is messy, clean it logically and state assumptions. Do not invent exact numbers that are not present.
### Output
Provide:
1. Spending summary overview
2. Category breakdown table
3. Largest expense items
4. Recurring vs one-off spending
5. Notable patterns or concerns
6. Cost-saving opportunities
7. Recommended next actions
8. Assumptions or data gaps
Add a budget vs actual comparison if budget data is provided.
Period Covered: March 2026
Business Context: E-commerce Apparel Store
Reporting Audience: Founder
Primary Goal: Understand spend and identify cost-saving opportunities
Total spending for March 2026 reached $14,500. The primary drivers of expenditure were inventory restocking and digital advertising. While operational costs remained stable, a significant spike in shipping supplies suggests a need for bulk-purchasing strategies to protect margins.
Marketing spend increased by 15% compared to February, but conversion data suggests a diminishing return on the current ad creative. Additionally, miscellaneous “emergency” packaging supplies were purchased at retail prices due to stockouts.
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