FreshProvision: Scrap-Based Inventory Valuation Automator

In the perishables industry, inventory value isn't lost because the market price dropped (the standard LCM trigger); it's lost because the product has a high probability of expiring before sale (scrap). Accountants currently spend days every month building complex, error-prone Excel models to estimate these scrap provisions and then reconcile them with actual scrap expenses for capitalization variance reporting.

• Primary: Financial Controllers and Inventory Accountants.
• Industry Focus: Food and Beverage, Pharmaceuticals, Chemical, and Floral industries.

Multiple discussions on r/Accounting highlight a specific struggle: "the basis of our LCM calculation is what percentage we expect to scrap." Users are specifically asking how to handle the intersection of estimated provisions and actual scrap expenses within capitalization (cap) variance workflows, indicating a lack of standardized software logic for this task.

FreshProvision Lite: A focused utility tool.

1. Data Input: User uploads a CSV of 'Inventory by Age' and 'Historical Scrap Rates.'
2. Logic Engine: The tool calculates the provision needed per SKU based on user-defined probability curves.
3. Output: A formatted PDF report for auditors and a CSV/Excel file of the required Journal Entries to be uploaded into their ERP (NetSuite, QuickBooks, etc.).

Accountants are inherently risk-averse. A tool that provides a repeatable, auditable, and standard methodology for a complex calculation is an easy sell. It replaces 'the one guy's giant Excel sheet that no one else understands' with a professional system.

Moderate. The math is straightforward, but the builder must understand accounting principles (GAAP/IFRS) to ensure the outputs are technically correct. No complex integrations are required for an MVP—CSV imports/exports are the standard for mid-market accounting.

Most competitors are either too simple (basic inventory trackers) or too complex (full-scale ERP modules). There is a 'Goldilocks' zone for a standalone provision calculator that acts as a 'sidecar' to existing accounting software.

At $50/month, 100 users represent $60k ARR. Given that mid-market manufacturing companies often have dedicated accounting teams, a price point of $100-$200/month is more likely, putting the revenue potential for 100 subscribers at $120k-$240k ARR. This is a highly achievable niche for a solo developer.