AI Onboarding Journey — Crackerjack NZ

Stage-by-stage transformation path. April 2026.

The Journey Arc​

FX blind spot → Manual reconciliation → Real-time visibility → Intelligence-led buying

The journey is not "implement AI." It is a staged removal of friction from the CFO's highest-cost workflows, starting where the pain is confirmed and expanding as each stage proves value.

Stage 1 — See the Number (Months 0–1)​

Trigger: Sniff test accepted. CFO provides import payables figure. Engagement: Currency Exposure Audit — NZD $3,500 + GST Duration: 30 days

What Changes​

Before: The CFO finds out the FX impact when the quarterly accounts are reconciled. The commitments have shipped. The goods are on shelves. The margin has already moved.

After: A three-scenario FX model (flat, -5%, -10% NZD) runs on the CFO's purchase order data. The exposure number is known before the next container commitment is made.

What the CFO Experiences​

Day 1: Half-day session mapping the FX workflow — every step documented for the first time. Day 7: First draft REAL/ARTIFACT map. CFO reviews what AI handles vs what stays with them. Day 14: Three-scenario model built on confirmed payables data (not estimates). CFO sees their actual number. Day 30: 90-day roadmap delivered. Board-ready. Three sequenced next steps.

Identity Check​

The CFO is still the navigator. The model gives them a better instrument — they still make the call on whether to hedge, which instrument, which provider. Nothing about their authority changes. Everything about their information quality changes.

Kill Signal​

If the exposure is below NZD $300K on a 10% move, the hedging program is not justified. The journey pivots to Stage 2a (competitive intelligence) as the primary track.

Stage 2 — Fix the Number (Months 2–4)​

Trigger: Audit confirms material exposure. CFO committed to a hedging program. Engagement: FX Hedging Program Design + Category Margin Analysis — NZD $15–25K Duration: 60–90 days

What Changes​

Before: FX hedging is ad hoc — a forward contract placed when the CFO has time, or not placed at all.

After: A documented hedging policy exists. Which exposures to hedge (planned buying commitments above NZD $50K). Which instruments (forward contracts for predictable commitments, options for clearance buys with uncertain timing). Which provider (bank desk, OFX, or specialist). An automated exposure tracker fires before every new purchase commitment above the threshold.

What the CFO Experiences​

Month 2: Data connection — purchase orders, FX rates, and cash flow model linked in one model. Month 3: First live hedge placed using the new policy. Month 4: Category margin analysis complete — which product categories carry the highest FX risk per dollar of gross margin.

Parallel Track — Competitive Intelligence Baseline​

While the hedging program is being implemented:

• Temu NZ pricing scraped weekly in 3 core categories (confectionery, home décor, clothing)
• Kmart and Warehouse pricing benchmarked in same categories
• First "margin gap report" produced

Stage 2a — See the Competitive Threat (Months 2–4, if FX exposure is low)​

Trigger: FX exposure audit below threshold. Pivot to competitive intelligence. Engagement: Competitive Intelligence Baseline — NZD $5–8K

What Changes​

Before: The buying team learns that Temu is competing in a category when the sales line drops. The response is 90 days behind the market movement.

After: Weekly Temu price monitoring across 5 core categories. An automated alert fires when Temu pricing crosses below Crackerjack's margin threshold. The buying team has 90 days of lead time instead of 90 days of lag.

Stage 3 — Defend the Margin (Months 5–8)​

Trigger: FX hedging running. Competitive baseline established. Engagement: AI-Assisted Treasury + Competitive Intelligence Retainer — NZD $3–5K/month

What Changes​

Before: Monthly board reporting requires the CFO to manually compile financial data and write a narrative — 4–6 hours every month.

After:

• Monthly FX exposure report: auto-generated from live data. CFO reviews and edits — 30 minutes.
• Weekly Temu price monitoring: category-level alerts when Temu prices fall below margin threshold.
• Quarterly competitive landscape update.
• Buying decision support: AI evaluates new sourcing opportunities in minutes.

What the CFO Experiences​

The CFO's role shifts from data assembler to intelligence consumer. Board presentations become more precise — the numbers are already in the report, the CFO adds the judgment and the recommendation.

Stage 4 — Intelligence-Led Buying (Months 9–18)​

Trigger: CEO has seen the value of analytical intelligence. Buying team wants to systematise the buying advantage. Engagement: Buying Intelligence Platform — NZD $20–40K

What Changes​

Before: Every buying decision requires separate FX modelling, competitor benchmarking, and sales velocity review — all manual, all separate.

After: An integrated buying dashboard. When a new sourcing opportunity is evaluated:

• Landed cost in three NZD scenarios
• Temu price for the equivalent product
• Historic sales velocity for the same product category
• Recommended margin: given all three factors, what price point protects the buying model?

Exit Optionality​

A discount retailer with a documented, replicable buying intelligence platform is a different acquisition target than an operationally dependent private retailer. The intelligence infrastructure transforms a relationship-dependent business into a system-dependent one — and systems are valued at a premium.

Journey Summary​

Total investment to full intelligence-led buying (Stages 1–4): NZD $45–80K over 18 months.

Exposure protected in Stage 2 alone on a single 10% NZD move: NZD $800K–2.4M.

The math does not require a calculator.