Retail Client
Inventory & Demand Agent Demo
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All Demos Inventory + Demand Active Promo Error Detection Phase 1 ★
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Inventory Management Agent

Autonomous stock monitoring · Inter-DC balancing · Reorder recommendations · Dead stock detection

Total SKUs Monitored
2,847
across 6 DCs + 180 stores
Stockout Risk
24
SKUs below safety stock
Overstock Value
$1.4M
excess working capital
Agent Actions Ready
0
awaiting your approval
Stock Overview
Agent Recommendations
DC Heat Map
Agent Activity
Ask Inventory Agent
Critical SKU Watch List
Auto-refreshed every 15 min
SKU / Description DC Stock Status DC
Stock Health Distribution
Healthy
Low Stock
Stockout Risk
Overstock
Stock Levels by Distribution Centre
Show Safety Stock Line

Run the Agent Scan to generate recommendations

Distribution Centre × Category Stock Health
Green = healthy · Yellow = watch · Red = critical
Healthy
Watch
Low
Critical
Stockout
Agent Processing Steps
Connect to ERP & WMS
Pull live stock levels from SAP R/3 across all 6 Distribution Centres and 180 store locations.
Safety Stock Analysis
Compare current stock against dynamic safety stock thresholds (lead time × demand variability).
Inter-DC Opportunity Scan
Identify SKUs with overstock in one DC and stockout risk in another — recommend transfers vs. new POs.
Dead Stock Detection
Flag SKUs with zero movement in 90+ days. Generate clearance or return-to-vendor recommendations.
Draft Action Recommendations
Generate prioritised list of transfers, POs, and clearance actions — ready for human approval.
Agent Log
▶ Inventory Agent v2.1 — Awaiting trigger
── Connected to SAP R/3 (read-only)
── WMS integration: READY
── Supplier API: READY
── Human approval queue: ENABLED
Suggested Questions
Click to ask instantly
What is the stock level for BP-4721?
Which SKUs are below safety stock in SYD-01?
What inter-DC transfers are recommended?
Show me dead stock in MEL-02
What is the total overstock value across all DCs?
Which DC has the most overstock?
What is the reorder point for BA-S65?
How many SKUs are at stockout risk today?
Inventory Intelligence Agent
Online · 6 DCs · 180 Stores · SAP R/3 Connected
Hi! I'm your Inventory Intelligence Agent. I have real-time visibility across all 6 Distribution Centres and 180 store locations connected to SAP R/3.

Ask me about stock levels, safety stock breaches, inter-DC transfer opportunities, dead stock, or reorder recommendations.

Demand Forecasting Agent

SKU × location rolling forecasts · External signal ingestion · Promo lift modelling · Exception alerting

Forecast Horizon
12 wk
rolling 4/8/12 week
Forecast Accuracy (MAPE)
—
target: <18%
Promo Uplift Detected
—
promotional events
Exception Alerts
0
forecast vs actual >25%
Baseline Forecast
Standard 12-week rolling AI forecast — historical + seasonal signals only
Promotional Event
Easter long weekend + 15% off brake pads promotion — demonstrates uplift modelling
Demand Spike Alert
New Ford Ranger model launch drives unexpected fitment parts demand spike
Forecast Charts
Demand Signals
Exception Alerts
Agent Activity
Ask Forecast Agent
SKU Demand Forecast — Top 5 Lines
Scenario: Baseline
Historical (8 wk)
AI Forecast
Promo Lift
Confidence Band
Location-Level Forecast Split
SKU Forecast Detail — Brake Pad Category
4-week forward / 8-week forward / 12-week forward
SKU Description 4-Week Forecast 8-Week Forecast 12-Week Forecast Promo Uplift Accuracy (MAPE) Action Signal
External Demand Signal Ingestion
Agent continuously monitors 9 external signals
Seasonal Index
Promotional Lift by Category

Run the Forecast Agent to detect exceptions

Forecast Agent Pipeline
Ingest Sales History
Pull 104-week rolling sales history from data warehouse. Apply outlier detection to remove anomalies (COVID lockdowns, etc.).
External Signal Fetch
Weather Bureau API, ANZAC/Easter calendars, motorsport events, vehicle registration trends from FCAI.
ML Model Inference
Run Prophet + XGBoost ensemble per SKU × location. Apply seasonal decomposition and promotional lift factors.
Reconcile & Confidence Scoring
Compare models, compute confidence intervals, flag SKUs where models disagree >15% for human review.
Exception Alert Generation
Identify forecast vs. actual variance triggers. Route to inventory agent for pre-positioning signals.
Agent Log
▶ Forecast Agent v3.2 — Awaiting trigger
── Data warehouse: CONNECTED
── External signals: 9/9 APIs READY
── ML models loaded: Prophet v1.1 + XGBoost 2.0
── SKUs in scope: 2,847
Suggested Questions
Click to ask instantly
4-week forecast for brake pads in SYD-01?
Highest SKU uplift during Easter?
Any forecast exceptions this week?
External signals affecting BNE-01?
How accurate is the OIL-5W30 forecast?
Impact of the Ford Ranger launch?
Which location needs most pre-positioning?
12-week forecast for batteries?
Demand Forecasting Agent
Online · Prophet + XGBoost Ensemble · 2,847 SKUs
Hi! I'm your Demand Forecasting Agent. I run a Prophet + XGBoost ensemble model across 2,847 SKUs and 186 locations, refreshed weekly.

Ask me about demand forecasts, seasonal trends, promotional uplift estimates, forecast exceptions, or external signals affecting your categories.