SOL Finance

Smart Insights

Free, real-time analysis of your finance data — food cost alerts, anomaly detection, sales trends, and month-end projections. No paid APIs.

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Smart Insights

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Zero-cost AI — food cost alerts, anomaly detection, projections

Food Cost2026-05-31

Day food cost 56.2% on 2026-05-31

56.2%

Sales2026-05-31

Sales up 235% vs last Sunday

৳370,974

Category Trends

Weekly spend per expense category over the last 30 days

Daily Expense

৳7,090

↑ ৳7,090 vs prev week

4 weeks agoThis week

Grocery

৳6,716

↑ ৳6,716 vs prev week

4 weeks agoThis week

Vegetable

৳1,150

↑ ৳1,150 vs prev week

4 weeks agoThis week

Staff Bazar

৳9,275

↑ ৳9,275 vs prev week

4 weeks agoThis week

Special Meat & Imported

৳49,125

↑ ৳49,125 vs prev week

4 weeks agoThis week

Others

৳142,070

↑ ৳142,070 vs prev week

4 weeks agoThis week

How these insights work

Food Cost % Alert

Compares daily and MTD expenses to sales revenue. Fires when food cost % crosses 30% (warning) or 40% (critical). Target is set at 30% for fine dining.

Category Spike Detection

For each expense category, calculates the 28-day rolling average and standard deviation. Flags any day where a category is 2+ standard deviations above normal (z-score ≥ 2.0).

Duplicate Expense Check

Scans the last 3 days for identical (category, amount) pairs on different dates. Flags potential double-entry before it compounds.

Sales Drop vs Last Week

Compares each day's sales to the same day-of-week from the previous week. Alerts when the drop exceeds 25%.

Unpaid Expense Age

Tracks expense lines where paid < total. Alerts when unpaid balances are more than 7 days old, with severity based on total amount outstanding.

Month-End Projection

Extrapolates the rest of the month using the current daily average for sales and expenses. Shows projected net and food cost % before the month closes.