Training Modules

Walk through each dashboard section — what it shows, how to read it, what to do with it

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Coming Soon: Demand Confidence Tiers

Once Abhi's demand plan integrates, all supply/inventory metrics will reference these tiers

Tier 1

Committed POs

Confidence: 95%+

Committed supply planning

Tier 2

High-Probability Pipeline

Confidence: 75-95%

1 week DOS buffer

Tier 3

Forecasted

Confidence: 50-75%

2 week DOS buffer

Tier 4

Speculative

Confidence: < 50%

Max DOS buffer

DOS buffer targets scale inversely with confidence. Tier 1 demand (committed POs) needs minimal buffer because it's locked. Tier 4 (speculative) needs maximum DOS buffer because the demand may not materialize, but stock-outs are costly if it does.

Understanding Data Freshness

Live Data — Connected directly to Shopify/Cin7 APIs. Refreshes every 10 minutes. Most accurate.
Mock Data — Fallback when APIs are unavailable. Based on recent snapshots but may be hours or days old.

Every report shows a data source badge in the top-right corner. The dot in the navigation bar (top-right) shows overall data source status: green = live APIs connected, gold = using mock/cached data.

Training Module Status

These are draft training guides. Review with team, then finalize as onboarding material.

Covers: 9 modules across 3 departments.

Missing: Marketing (data sources TBD), Exec Dashboard (not built yet).