DEMO REPORT: PREPARED FOR SOFIA REYES

Birchwood Kitchen: 12-Month Red-Flags Audit

First-pass review of the trailing twelve months of operating data (April 2025–March 2026) for a single location. Surfacing the patterns that repeat month after month and warrant owner-level attention before they compound.

PeriodApril 2025–March 2026
Scope1 location, trailing 12 months
Inputs5 data sources
Prepared byADC Operations

Owner Summary

Across the trailing twelve months, the clearest signal isn't any single bad month. It's the distance between what Birchwood should be making and what nearly every recent month shows, and the fact that the gap has been widening.

  1. Vendor price creep (~$1,200/mo): the same items cost more than a year ago. The same SKUs from the same vendor, with no pack-size or quality change, are running $0.20–$0.25 per unit above last year's pricing. Nothing was renegotiated, so the creep compounds every month.
  2. Discount rate drift to 4.9% (~$1,000/mo): a behavioral pattern. Your discount rate sat at your 4.1% target a year ago and has drifted to 4.9% today, with 35 manager-override comps in the latest month and no POS-enforced approval rule.
  3. Weekday labor overage (~$800/mo). On soft weekdays, labor has averaged 32% of weekday sales against a 28% target, leaving roughly $200 of overage per week, or about $800 a month, almost every week of the year.
  4. Inventory shrinkage gap (~$500/mo, growing). The most recent count came in larger than the one before it, so the gap is widening rather than closing, and waste logs are incomplete.
  5. After-hours voids: control/theft risk (~$250 quantified, exposure unknown). 18 of 24 voids occurred after close, all tied to two employee IDs with no reason codes, so the headline issue is a possible control issue, not just dollars.

The money isn't disappearing in one place, and it isn't a one-time event; it's leaking across five operating patterns that repeat every month. At industry-consistent targets Birchwood nets roughly $8,750/month. The trailing three months are closer to $5,000. That is a ~$3,750 monthly gap, about $45,000 a year, and the five patterns below trace to all of it.

How This Analysis Was Built

A short note on where the numbers come from and how confident each finding is, so you can weigh the report the way you would weigh a trusted manager's read.

This audit draws on five operating systems: Toast POS (sales, voids, discounts, and comps by employee), 7shifts labor and scheduling (scheduled vs. actual hours and cover counts), supplier invoices (five vendors, priced SKU-by-SKU against the same period a year earlier), MarketMan inventory (theoretical vs. physical counts), and third-party delivery statements (DoorDash, UberEats). The review covers the trailing twelve months, April 2025 through March 2026, with the most recent month and quarter read against the store's own earlier-period and same-period-prior-year baselines.

Because this is a single location, findings are graded against the store's own history rather than a sister store: for each metric, the store's stronger earlier periods set the reference the current period is measured against. To separate seasonal swings from operating drift, each metric is also compared against the same period one year earlier, so a slow January reads as a slow January rather than a new problem.

Every finding below carries a confidence tier so you know how hard to lean on it.

HIGH confidence: complete data for the category and period, with corroborating context confirmed during the review.

MEDIUM confidence: complete data without operator-confirmed context, or partial data with strong corroborating context. The analytical reasoning is shown so you can evaluate the finding yourself.

ADC's framework also carries a LOW tier, weighted at 50% toward any performance-guarantee threshold, but no LOW-confidence findings appear in this report; the sample is held to HIGH and MEDIUM findings only. Most findings here are HIGH confidence, three are MEDIUM, and each MEDIUM finding states what would move it to HIGH.

What this analysis does not cover: anything outside the data provided. Qualitative factors such as a new competitor, nearby construction, weather, or a short-staffed week are not captured unless they surfaced in the numbers, and any finding that needed operator context we did not have was held back rather than guessed. As with any first pass, figures are directional until validated against source systems; ADC surfaces operating patterns, it is not a formal financial or compliance audit.

The Profit Gap Over Time

Target profit ~$8,750 / mo net ~$105K / yr
Recent pace (last 3 mo) ~$5,000 / mo net ~$60K / yr
Monthly gap ~$3,750 / mo ~$45,000 / yr

A year ago Birchwood was running close to target. Net profit pace has fallen quarter over quarter to its current ~4%, while revenue held near $125,000/month. The trend table below shows the drift; the five red flags that follow trace to roughly $3,750/month in recurring leakage.

Assumes $125,000 monthly net revenue.

AT TARGET scenario (this location)

Line%$/mo
Revenue100%$125,000
Food Cost30%$37,500
Labor28%$35,000
Prime Cost58%$72,500
Occupancy + other ops35%$43,750
Net Profit7%$8,750

Annual net profit at target: ~$105,000

CURRENT most-recent-month performance

Line%$/mo
Revenue100%$125,000
Food Cost32%$40,000
Labor29%$36,250
Prime Cost61%$76,250
Occupancy + other ops35%$43,750
Net Profit4%$5,000

Annual net profit at the current leakage rate: ~$60,000

Trailing 12-month trend (by quarter)

PeriodRevenueFood CostLaborPrime CostOther OpsNet Profit
2025 Q2 (Apr–Jun)$125,00030.5%28.0%58.5%35.0%6.5% / $8,125
2025 Q3 (Jul–Sep)$125,00031.0%28.4%59.4%35.0%5.6% / $7,000
2025 Q4 (Oct–Dec)$125,00031.5%28.7%60.2%35.0%4.8% / $6,000
2026 Q1 (Jan–Mar)$125,00032.0%29.0%61.0%35.0%4.0% / $5,000

Math check: each quarter's net = 100% − prime cost − 35% other ops. Net pace fell from 6.5% to 4.0% across the year while revenue held near $125,000/mo. The pattern, not a single month, is the finding.

Identified monthly leakage

Leakage by red flag

FlagPatternMonthly Leakage
Vendor price creep (same items vs. 12 mo ago)Recurring, compounding~$1,200
Excess discounts (4.9% vs 4.1%)Drifting up over the year~$1,000
Weekday labor overage (32% vs 28%)Almost every week~$800
Inventory shrinkage gapGrowing count over count~$500
After-hours void control/theft riskConcentrated, 2 employee IDs~$250
Total identified~$3,750/mo (~$45K/yr)

The ~$3,750 is the monthly leakage tied to the five recurring patterns at this single location. It accounts for the full gap between target net profit (~$8,750/mo) and the recent pace (~$5,000/mo). The after-hours void figure is the quantified portion only; the full control/theft exposure is unknown until receipt-level review is complete.

Methodology: HIGH confidence. Monthly P&L reconstructed from complete POS sales and reconciled labor and invoice data for the location, benchmarked against the 7% net-profit operating target and the store's own trailing-twelve-month and prior-year baselines. The quarterly figures reconcile to the trend and math-check lines above.

Your Operating Targets

These are your working operating targets: thresholds for deciding where to investigate first, not accounting standards. Prime-cost guidance follows Baker Tilly (> 65% is structurally hard to profit from). Food and labor context reflects National Restaurant Association (NRA) operator data, which the NRA itself notes is descriptive, not a goal. Discount, void, and waste targets are your working thresholds from field experience.

MetricYour TargetWatchRed FlagIndustry context
Food Cost %≤ 30%31–33%> 33%NRA actuals typically ~31–32%
Labor %≤ 28%29–32%> 32%Many casual operators run 30%+ (NRA)
Prime Cost %≤ 60%61–64%> 65%Baker Tilly: > 65% structurally hard to profit
Discount / Comp rate≤ 4.1%4.2–5.8%> 5.8%Your working target
Void value< 1% of sales1–2%> 2%Your working target
Food waste< 10% of food cost10–14%> 15%Your working target
Net profit5–7%2–4%< 2%Full-service casual typically 3–5%

Sources: Baker Tilly prime-cost guidance; NRA restaurant operations data.

Top 5 Red Flags

Vendor price creep ranks first because it is the largest recurring leakage and compounds every month it goes unaddressed. Discounting ranks second because it is the clearest behavior-policy drift over the year. Labor follows because the overage repeats on soft weekdays; shrinkage and void control risk follow through inventory and POS review.

01
RED FLAG

Vendor price creep (~$1,200/mo): same items, higher prices than a year ago

Twelve months ago these were your prices. Today the same SKUs from the same vendor cost more, with no offsetting pack-size or quality change. The figures below are price-creep leakage dollars, not total item cost or total food cost.

Unit price: current vs. 12 months ago (same vendor, same pack)

ItemPrice 12 mo agoCurrent PriceIncrease / UnitMonthly QtyMonthly Price-Creep Leakage
80/20 ground beef (lb)$4.12$4.37+$0.25/lb1,900 lb~$475/mo
Chicken thighs (lb)$2.89$3.09+$0.20/lb1,700 lb~$340/mo
Roma tomatoes (case)$22.00$23.50+$1.50/case160 cases~$240/mo
Salmon fillet (lb)$8.40$8.65+$0.25/lb580 lb~$145/mo
Total~$1,200/mo
Benchmark callout: Actual: same-SKU prices up $0.20–$0.25/unit vs. a year ago, never renegotiated. Your target: re-quote against two alternate vendors and hold pricing on a fixed review schedule.

Monthly leakage: ~$1,200 price-creep leakage

Methodology: MEDIUM confidence. Current invoices compared SKU-by-SKU against the same items on the same vendor account twelve months earlier. Confidence is medium because several older invoices arrived as scanned PDFs requiring manual line-item entry, so a small number of SKUs beyond the four shown are not yet cross-checked.

02
WATCH

Discount rate drift to 4.9% (~$1,000/mo): a behavioral pattern

Your discount rate sat at your 4.1% target a year ago and has drifted to 4.9% today. No POS-enforced approval rule or written comp policy was found. The trend, not any single comp, is the issue.

Discount rate by quarter (trailing 12 months)

PeriodDiscount RateMonthly Gross SalesMonthly Discounts Given
2025 Q2 (Apr–Jun)4.1%$125,000$5,125
2025 Q3 (Jul–Sep)4.4%$125,000$5,500
2025 Q4 (Oct–Dec)4.7%$125,000$5,875
2026 Q1 (Jan–Mar)4.9%$125,000$6,125
Your target4.1%n/a$5,125

POS export: most recent month, March 2026

Discount TypeTransactionsTotal Value% of Gross
Manager override / comp35$1,7501.4%
Employee meal discount18$8750.7%
Promotional (app promo)60$3,5002.8%
Total113$6,1254.9%
Benchmark callout: Actual: 4.9% discount rate, up from 4.1% a year ago. Your target: 4.1%.

Review POS job permissions and require manager approval for comps.

Monthly leakage: ~$1,000

Methodology: HIGH confidence. Discount and comp rates pulled directly from complete Toast POS exports across the trailing twelve months and compared against the store's own prior-year rate and your 4.1% working target. The absence of a POS-enforced approval rule was confirmed against job permissions during the review.

03
WATCH

Weekday labor overage (~$800/mo, recurring)

Weekends carry the volume; the weekday test is whether you flex labor when covers soften. Across the trailing twelve months, weekday labor has averaged 32% of weekday sales against a 28% target, and the gap shows up almost every week.

Average weekly weekday labor bridge (trailing 12 months)

MetricWeekly Average
Avg weekly weekday sales~$5,000 / week
Actual weekly weekday labor (32%)~$1,600 / week
Target weekly weekday labor (28%)~$1,400 / week
Avg overage cost~$200 / week
Monthly leakage (×4 weeks)~$800 / mo

The issue is not weekday sales volume; it is fixed staffing on soft weekdays, repeated week after week.

Monthly leakage: ~$800

Methodology: HIGH confidence. Built from POS-integrated scheduled-vs-actual labor and cover counts (7shifts and Toast) for the period, compared against the 28% labor target after normalizing for daypart mix. The weekday pattern was corroborated against the posted staffing template during the review. The daypart-level breakdown of this finding follows in the card directly below.

WATCH: BY DAYPART

By daypart: Tuesday lunch and early-week late night run hottest

Weekday labor averages 32% vs. the 28% target. The dinner rush holds near target; the drift is in thin lunches and late-night closes that stay staffed for weekend-size covers.

Weekday labor cost % by daypart

WeekdayLunch (11a–2p)Dinner (5p–9p)Late Night (9p–close)
Monday41%31%46%
Tuesday44%30%43%
Wednesday39%29%41%
Thursday37%28%39%
Friday31%27%33%

Cells above 32% (your labor red-flag line) are where staffing outruns covers. Tuesday lunch (44%) and Monday late night (46%) are the two worst.

Monthly overage by daypart

DaypartAvg weekday labor %TargetWeekly overageMonthly overage
Lunch (Mon–Fri)38%28%~$110~$440
Late night (Mon–Fri)40%28%~$80~$320
Dinner (Mon–Fri)29%28%~$10~$40
Weekday total32%28%~$200~$800
Monday-morning move: Drop Tuesday lunch FOH from 3 to 2 between 11am–12:30pm (ticket volume doesn't build until ~12:30pm), and run the Mon–Wed late-night close with one cook instead of two after 9pm. Those two changes recover roughly $130/week on their own.

Daypart-attributable overage: ~$800/mo (the full ~$800 in Red Flag 03, not additive to the ~$3,750 total)

Methodology: HIGH confidence. Built from POS-integrated scheduled-vs-actual labor and cover counts (7shifts and Toast) for the period, compared against the 28% labor target after normalizing for daypart mix. The weekday pattern was corroborated against the posted staffing template during the review.

04
WATCH

Inventory shrinkage gap (~$500/mo, growing)

Waste logs incomplete (3 of 7 days). No 86 records matched the variance. Prior reconciliation (Feb 2026) showed ~$350, so the gap grew roughly 40% in one cycle.

Reconciliation: most recent count, March 2026

CategoryTheoreticalPhysicalVariancePrice / UnitGap $
Chicken thighs (lb)847822−25$3.09/lb$77
80/20 ground beef (lb)623603−20$4.37/lb$87
Salmon fillet (lb)214206−8$8.65/lb$69
House wine (750ml)7268−4$18/bottle$72
Dry goods / producereconciledreconciledn/amixed~$195
Total gap~$500
Benchmark callout: Actual: ~$500 shrinkage this count, up from ~$350 last count. Your target: waste < 10% of food cost and complete daily waste logs.

Monthly leakage: ~$500

Methodology: MEDIUM confidence. Shrinkage triangulated across categories from MarketMan theoretical-vs-physical counts (February and March 2026) priced at current unit costs. Confidence is medium because waste logs were complete for only 3 of 7 days and no 86 records matched the variance, so the cause is not yet isolated.

05
WATCH

After-hours voids: control/theft risk (~$250 quantified, exposure unknown)

Total void value $346 ÷ $125,000 sales = 0.28% of sales (inside the < 1% target), so the dollars are small. The headline issue is the after-hours count concentration: this is a possible theft/control issue until receipt detail proves otherwise.

Void log: most recent month, March 2026

Employee IDVoidsAvg TicketTotal VoidedReason Codes
Emp #31210$13.00$130None on file
Emp #4188$15.00$120None on file
All other staff6$16.00$965 of 6 coded
Total24n/a$346n/a

18 of 24 voids occurred after close; company guideline is < 8 unresolved/month. Total void value = 0.28% of sales (target < 1%), so the dollars are small but the pattern is the concern. 18 of 24 tied to two employee IDs, none with a reason code. Most-voided items: wings (8×), house cocktails (6×), desserts (4×). Quantified after-hours shrinkage: ~$250; full control/theft exposure is unquantified until receipt-level review is complete. Investigate the pattern before accusing staff.

Benchmark callout: Actual: 24 voids, 18 after close tied to two employee IDs, none coded. Your target: < 8 unresolved/month and a reason code on every void.

Monthly leakage: ~$250 quantified; control/theft exposure unknown

Methodology: MEDIUM confidence. Void counts and timing are complete from the Toast POS log for the period, and the after-hours concentration on two employee IDs is unambiguous. Confidence is medium because the cause is not operator-confirmed: no reason codes are on file and receipt-level detail has not been reviewed, so exposure beyond the ~$250 quantified stays open.

Owner Action Plan

  1. This week: Re-quote 80/20 ground beef, chicken thighs, salmon fillets, and roma tomatoes against two alternate vendors; bring the current vendor back to last year's pricing or switch, and set a fixed price-review schedule.Potential savings: ~$1,200 in price-creep leakage per month.
  2. This week: Review POS job permissions and require manager approval for comps. Double check that every employee has the appropriate job assigned, then review the discounted checks and follow up with staff.Potential savings: $1,000 per month.
  3. Next scheduling cycle: Set cover-count triggers, add pre-shift cut rules for soft weeknights, and send staff home when projected covers are below threshold.Potential savings: ~$200/week. Total ~$800 per month.
  4. This week: Pull the after-hours void report filtered by employee ID; review receipts for Emp #312 and #418, require reason codes, add manager PIN approval for after-hours/no-reason voids, and monitor daily for two weeks. Treat as a control review before accusing staff.Potential savings: ~$250 per month, quantified; full control/theft exposure unknown.
  5. Before next invoice cycle: Manual inventory count compared by category against system count and cross-referenced to receiving logs.Potential savings: ~$500 per month.

Data Sources

SourceData CoveredPeriod
POS (Toast)Sales, voids, discounts, comps by employeeApr 2025–Mar 2026
Labor/Scheduling (7shifts)Scheduled vs. actual hours, cover countApr 2025–Mar 2026
Supplier invoices (5 vendors)Unit pricing by SKU, this year vs. last yearApr 2025–Mar 2026
Inventory (MarketMan)Theoretical vs. physical by categoryFeb & Mar 2026
3PO (DoorDash, UberEats)Order volume, platform fees, refund rateApr 2025–Mar 2026
This mock report uses illustrative operating data and directional calculations. In a real ADC engagement, figures would be validated against source systems before recommendations are finalized. ADC surfaces operating patterns; this is not a formal financial or compliance audit.