08.05 Agile Projection: How a 10-Person Small Team Wins Its First Battle Through Agile Tailoring
Governance metadata | Owner: Head of Research | Last reviewed: 2026-10-22 | Next review: 2027-01-31
Case positioning: big-company methodology is not an excuse for bureaucracy. A 10-person team with a budget of <¥1 million can also complete the full chain from product definition to launch by applying 01.06 Agile Tailoring Handbook's iron triangle + three-gate model.
Note: This case is a methodology projection example. All figures in this document form a self-consistent worked example and do not represent actual sales results or company data (budget/sales/BOM are all projection assumptions; actual data is to be backfilled).
1. Team and Product Definition
Team: 10 people (a 3-person iron triangle for core decisions, the remaining 7 in R&D / supply chain / content)
Product: outdoor portable power station Station Go
- MSRP USD 249 (upper-middle of the USD 199~299 range)
- Target market: US Amazon + independent-site pre-sales
2. Iron Triangle Division of Responsibilities (see 01.06 Agile Tailoring Handbook §1)
| Iron triangle role | Combined responsibilities | Corresponding big-company role |
|---|---|---|
| ① Commercial commander-in-chief | Strategy + market research + channel development + financial risk control | GTM lead + finance BP |
| ② Head of hardware delivery | Product definition + R&D + tooling / mold opening + supply chain / compliance | Product manager + R&D + SCM |
| ③ Growth lead | Content and brand + growth paid media + seed user operations + data analysis | Marketing + sales + customer service |
Interlocking triangle loop:
① ◄══ align on the commercial floor and gross margin ══► ②
② ◄══ supply selling-point specs and test units ══► ③
③ ◄══ feed in conversion data and real VOC ══► ①
3. Execution Record of the Three Make-or-Break Gates
1. Gate 1: Commit the Money — Product Definition (Minimal GR1)
A 30-minute meeting with the 3-person iron triangle plus an external advisor in attendance:
| Check item | Result |
|---|---|
| Is the TAM/SAM/SOM worth doing? | US outdoor portable power grows 18% per year, TAM ~USD 300 million |
| Does the P&L show per-unit gross margin ≥50%? | 52% ✓ |
| Is the kill line <50% breached? | Not triggered |
2. Gate 2: Tooling and Order Lock (Minimal GR2)
| Check item | Result |
|---|---|
| Is the BOM over 15%? | BOM USD 55 = 22% of MSRP, not over |
| Are first-order pre-sale deposits in place for 500~1000 units? | Independent-site pre-sales locked 800 units of deposits |
3. Gate 3: Launch Release (Minimal GR3)
| Check item | Result |
|---|---|
| Have ≥15 creators signed for sample units? | 18 signed for, 12 have already published content |
| Are ≥500 first-order units in stock in the warehouse? | FBA sellable 620 units ✓ |
4. Quick Unit Economics
Sample data:
| Line item | Scenario A: baseline optimistic (7.5% tariff) | Scenario B: higher tariff (25.0% tariff) | Basis and calculation notes |
|---|---|---|---|
| Recommended retail price (MSRP) | USD 249.00 | USD 249.00 | Positioning for a minimal small-team portable power station |
| BOM hardware cost | USD 55.00 | USD 55.00 | 22.1% of MSRP (minimalist integration design) |
| Import tariff | USD 4.73 (7.5%) | USD 15.75 (25.0%) | Taxable base of ex-factory FOB USD 63.00 |
| Total landed cost (Landed) | USD 72.43 | USD 83.45 | FOB USD 63 + tariff + ocean LCL USD 4.70 |
| Amazon commission (15%) | USD 37.35 | USD 37.35 | 15% × MSRP (standard platform take rate) |
| FBA last-mile fulfillment and delivery | USD 10.00 | USD 10.00 | Standard delivery fee for battery-equipped special items |
| Per-unit gross profit and gross margin | USD 129.22 (51.9%) | USD 118.20 (47.5%) | Gross margin after landed cost, commission, and FBA |
🔴 Traffic light / dual-scenario tariff warning: the table above contrasts List 4A (7.5% optimistic scenario) with List 3 (25.0% realistic high tariff) and the way the two squeeze per-unit gross profit. Thanks to its minimalist BOM advantage, a small or mid-size team can still hold a 47.5% gross margin under a 25% tariff; if an extreme rate of 40%+ arrives later, it can reduce the SKU and pivot to Europe and Japan to hedge (note: BOM USD 55 is a minimalist lightweight projection example, given only to demonstrate the formula and decision logic; real mass production must use the supplier's engineering quote). For the complete quick P&L worksheet, see 07.06 Single-SKU Full-Lifecycle P&L Financial Model.
First batch of 800 units × per-unit gross profit USD 129.22 ≈ USD 103,376; after tooling + certification + first-batch materials ≈ RMB 800,000 (within the <RMB 1 million budget), the cash-flow safety cushion reaches 6 months.
5. Putting the Five Iron Rules into Practice
- Pre-sell before tooling: only release the tooling PO after the independent-site pre-order has collected deposits for 800 units
- Only three tools: 07.06 Single-SKU Full-Lifecycle P&L Financial Model + 01.12 GTM End-to-End Milestone Gantt Chart and 56-Item Work Panel + 03.05 Rolling 8-Week PSI Production–Sales Balance Sheet
- Strictly hold the cash-flow safety cushion: monthly fixed spend ¥80,000 × 6 = ¥480,000 kept on hand
- Stocking must account for 45 days of ocean freight + 14 days of platform payment = a 59-day cash cycle
- Choose only one channel at launch: break through at a single point with Amazon FBA, no multi-channel spreading
6. Pitfall Post-Mortem Review
- Certification underestimated by 2 weeks: FCC Part 15B actually took longer than expected → next time start at T-4 months instead of T-3 months
- Only 5 KOL sample units were shipped: at least 15 are needed to guarantee content output → next time follow the GR3 standard of ≥15 creators
- The exchange rate was not locked: a 2% RMB appreciation ate ¥16,000 of profit → next time use a forward contract to lock the rate
7. Methodology Index
| Step in this chapter | Main-text methodology | Tool |
|---|---|---|
| Iron triangle division-of-responsibilities model | 01.06 Agile Tailoring Handbook §1 | — |
| Three-gate process | 01.06 Agile Tailoring Handbook §2 | — |
| Five iron rules | 01.06 Agile Tailoring Handbook §3 | — |
| Quick P&L | 01.08 GR2 Tooling / Order Lock Gate §1 | 07.06 Single-SKU Full-Lifecycle P&L Financial Model |
| KOL sample seeding management | 01.09 GR3 Launch Readiness Gate §1 | — |
Execution Checklist
The following are self-check items for landing the key actions in this chapter. Check the box after execution and note the owner and completion date.
- [ ] Iron-triangle split traceable: each of the three holds one A, mapped to the 01.06 tailoring principles, with no one holding two
- [ ] All three gates kept: kickoff, tooling lock and launch go-live all held, each with a veto record
- [ ] Unit economics complete: BOM, assembly, freight, duty, platform fee, marketing and RMA — all seven
- [ ] Five rules each verified: every rule has concrete evidence from this case, not a restatement
- [ ] Pitfalls are real: deviations that actually occurred (time, cost, quality), not a general caution list
- [ ] Projection disclaimer present: opening states this is a self-consistent worked example, not a real campaign report