A load report on Client A — a regional specialty-foods distributor. Not an opinion: every figure traces to an observed cycle time, error rate, or labor rate. Prepared as a 2-week embedded diagnostic.
| Client | Client A (name withheld) |
| Vertical | Regional specialty-foods distribution — dry + refrigerated specialty goods to independent grocers, delis, and restaurants |
| Revenue | ~$6.0M / yr |
| Headcount | 34 — 8 office/admin, 18 warehouse + drivers, 8 sales/management |
| Footprint | 1 distribution center · 4 delivery routes |
| Order profile | ~60 orders/day × 250 business days ≈ 15,000 orders/yr, avg order value ~$400 → $6.0M |
| COGS | ~68% of revenue (~$4.08M) |
| Systems today | QuickBooks · 3 shared spreadsheets (orders, inventory, pricing) · email + SMS intake · printed pick sheets |
Baseline rates used throughout — admin/warehouse blended $22/hr (loaded); owner/principal opportunity cost $75/hr. Every waste figure = these constants × an observed volume.
The core flow is lead-to-cash: an order arrives, gets entered, cleared, picked, delivered, invoiced, collected. Value-add touch time for a clean order is ≈ 22 minutes. Elapsed time to delivery ≈ 1.5 days; to cash, ≈ 48 days. Decision latency (non-value-add waiting for a human decision) is called out at every handoff.
ORDER-TO-CASH VALUE STREAM (Client A)
VA touch ≈ 22 min | order→cash ≈ 48 days
[1] ORDER INTAKE phone / email / SMS, no single inbox
| ▸ latency: 0–3 hr (orders sit until batched 2–4×/day)
v
[2] ORDER ENTRY re-keyed by hand into spreadsheet, then QuickBooks
| ▸ latency: 0 hr, but +3 min rework/order (double entry)
v
[3] CREDIT / HOLD ★ FOUNDER BOTTLENECK — owner clears every hold
| ▸ latency: 40 min avg, up to 4 hr when owner is on the road
v
[4] PICK-LIST RELEASE printed in batches 2×/day
| ▸ latency: 0–4 hr (waits for next print batch)
v
[5] WAREHOUSE PICK/PACK paper pick sheet, no scan confirmation
| ▸ latency: ~0 hr | 4% of orders leave with a pick error
v
[6] DISPATCH / ROUTE manual route assignment by dispatch lead
| ▸ latency: batched to route cutoff, 0–2 hr
v
[7] DELIVERY + POD paper proof-of-delivery, returned next day
| ▸ latency: POD re-enters office +1 day
v
[8] INVOICING invoice cut only after POD returns
| ▸ latency: 1–2 day lag between delivery and invoice
v
[9] AR / CASH APPLICATION manual matching of deposits to invoices
▸ latency: DSO ≈ 48 days vs 30-day terms → 18-day slip
| Handoff | Non-value-add wait | Root cause |
|---|---|---|
| Intake → Entry | 0–3 hr | No single order inbox; batch processing |
| Entry → Credit | +3 min rework/order | Double keying (spreadsheet and QB) |
| Credit → Release | 40 min – 4 hr | Every hold routes to the owner |
| Release → Pick | 0–4 hr | Twice-daily print batch |
| Delivery → Invoice | 1–2 days | Invoice waits on paper POD |
| Invoice → Cash | +18 days vs terms | Manual cash application, no dunning |
Each waste is a specific, observed leak with an annualized cost. Costs are gross (full annual bleed); §05 shows the conservative Year-1 capturable subset. Nothing is double-counted.
| # | Waste (type) | Basis | Annualized |
|---|---|---|---|
| W1 | Duplicate order entry — rework | 15,000 orders × 3 min re-key × $22/hr | $16,500 |
| W2 | Order-entry error rework — rework | 4% × 15,000 = 600 orders × $18 fix | $10,800 |
| W3 | Pick/pack errors → credits & redelivery — rework | 600 mis-picks × $20 net | $12,000 |
| W4 | Manual AR reconciliation & cash application | 6 hr/wk × 50 wk × $24/hr | $7,200 |
| W5 | Refrigerated shrink — poor inventory visibility | Reducible spoilage on perishable SKUs | $14,000 |
| W6 | Pricing / margin leakage — tribal knowledge | Special terms in one head; ~0.3% of revenue | $18,000 |
| W7 | Owner rebuilds sales/margin report weekly | 4 hr/wk × 50 wk × $75/hr | $15,000 |
| W8 | Credit-hold approval waiting — founder bottleneck | 30/day × 2 min × 250 days × $75/hr | $18,750 |
| Gross identified waste | ~$112,250/yr |
Types — rework (W1–W3) · manual reconciliation (W4) · waiting/spoilage (W5) · tribal knowledge (W6) · manual reporting (W7) · founder bottleneck (W8). Textbook operations-heavy SME: not a sales problem, a flow problem.
One structural defect shows up everywhere: decisions route up, not down. The owner is a single point of failure on three loops that should never reach them.
| Decision | Decides today | Should decide | Delegation |
|---|---|---|---|
| Release order under credit limit | Owner | Entry clerk (auto-rule) | Auto-clear if within limit & current; only exceptions route up |
| Price / discount on standard SKU | Owner or 1 senior mgr | System price list | Centralize pricing into one governed table; kill verbal quotes |
| Restock / reorder point | Owner (by feel) | Warehouse lead (pars) | Set min/max pars per SKU; system flags reorder |
| Route / delivery exception | Dispatch lead ✓ | Dispatch lead | Already correct — leave it |
| Customer credit-limit change | Owner ✓ | Owner | Correct — keep at owner, but log it |
Eight core processes rated on maturity (ad-hoc → optimized) and operational risk (impact × likelihood of a costly failure).
Maturity — ○ Ad-hoc · ◐ Repeatable-but-manual · ● Defined/optimized | Risk — Low / Med / High
| Process | Maturity | Risk | Note |
|---|---|---|---|
| Order intake | ○ | High | Three channels, no single inbox — orders get lost |
| Order entry | ○ | High | Double-keyed, 4% error rate |
| Credit / hold decision | ◐ | Med | Consistent, but owner-gated on every order |
| Inventory management | ○ | High | No perpetual count; monthly manual; drives shrink |
| Pick / pack | ◐ | Med | Paper works, but no scan verification |
| Dispatch / routing | ● | Low | The one mature process — dispatch lead owns it well |
| Invoicing | ◐ | Med | Accurate but slow; waits on paper POD |
| AR / collections | ○ | High | No dunning cadence; 18-day DSO slip |
| Source | Fix | Gross/yr | Capture | Recovered |
|---|---|---|---|---|
| W1 Duplicate entry | Single intake → auto-populates order + invoice | $16,500 | 90% | $14,900 |
| W7 Owner reporting | Automated sales/margin dashboard | $15,000 | 80% | $12,000 |
| W6 Pricing leakage | Governed central price list | $18,000 | 45% | $8,100 |
| W2 Entry-error rework | Validation at point of intake | $10,800 | 60% | $6,500 |
| W3 Pick-error credits | Barcode/scan pick confirmation | $12,000 | 50% | $6,000 |
| W5 Refrigerated shrink | Perpetual inventory + reorder pars | $14,000 | 40% | $5,600 |
| W4 AR reconciliation | Auto cash-application + dunning cadence | $7,200 | 70% | $5,000 |
| Year-1 recovered | ≈ $58,100 |
This diagnostic is Week 0. The following is the 30-day validation-and-blueprint sprint that converts findings into a staged, priced build roadmap — cheap validation before any system is built.