Forward to: Supply Chain

Inventory & Demand
Analytics Workflows

Ten agent workflows for the Supply Chain team — demand forecasting signals, inventory optimization intelligence, seasonal trend monitoring, stockout risk assessment, overstock detection, supplier lead-time tracking, category performance analytics, markdown optimization, replenishment intelligence, and demand planning dashboards.

1Demand Signal Detection

AI agent monitors consumer trend signals across social, search, and competitor domains to detect emerging demand patterns before they appear in sales data.

1
Detect Early Demand Signals
/blog/products/pressIAB Categories
DEMAND SIGNAL DETECTION — 2,400 SOURCES ════════════════════════════════════════════════════════ TRENDING CATEGORIES (30-day velocity): Sustainable fashion: +85% search interest Home fitness equipment: +42% across competitor sites AI gadgets and wearables: +120% social mentions tiktok.com: #CleanGirlAesthetic driving skincare demand +200% pinterest.com: "Quiet luxury" trend — premium basics surging google.com/trends: "portable projector" searches +180% DEMAND FORECAST IMPACT: Skincare category: Increase buy +35% for Q2 Premium basics: Expand assortment — $4M opportunity Portable projectors: New category — test in 50 stores

2Stockout Risk Assessment

AI agent monitors supply chain signals, supplier domains, and demand patterns to predict stockout risks and recommend preemptive inventory actions.

1
Predict Stockout Risks
/products/press/aboutCountries
STOCKOUT RISK INTELLIGENCE ════════════════════════════════════════════════════════ HIGH RISK (Stockout within 14 days): Category: Summer Dresses — 8 SKUs at risk Demand: +45% above forecast Supplier: Lead time extended 2 weeks due to port delays ACTION: Air freight emergency order — 5,000 units Category: Wireless Earbuds — Top 3 SKUs suppliertech.com: Factory capacity at 98% Demand: Viral TikTok review driving +300% sales ACTION: Activate backup supplier — 10,000 units needed STOCKOUT SUMMARY: SKUs at risk (14 days): 24 Revenue at risk: $2.8M Mitigation actions initiated: 18 of 24

3Seasonal Trend Intelligence

AI agent analyzes historical patterns, competitor seasonal strategies, and consumer trend data to optimize seasonal buying and inventory positioning.

1
Optimize Seasonal Planning
/products/press/blogIAB Categories
SEASONAL TREND INTELLIGENCE — SPRING 2026 ════════════════════════════════════════════════════════ SPRING CATEGORY FORECAST: Outdoor furniture: +22% vs last year Garden supplies: +18% (home gardening trend continuing) Athleisure: +15% (fitness trend stable) Formal wear: -8% (casual trend persisting) COMPETITOR SEASONAL MOVES: target.com: Spring collection launching 2 weeks earlier homegoods.com: Doubling outdoor furniture allocation RECOMMENDATIONS: Move spring floor set 1 week earlier: +$3M revenue Increase outdoor allocation 25%: +$5M revenue Reduce formal wear buy 15%: Avoid $1.2M markdowns

4Supplier Lead-Time Tracking

AI agent monitors supplier domains to track production capacity, financial health, lead times, and compliance — ensuring supply chain reliability.

1
Monitor Supplier Health
/about/press/investorsCountries
SUPPLIER HEALTH INTELLIGENCE — 340 SUPPLIERS ════════════════════════════════════════════════════════ HEALTHY (310 suppliers): Stable operations WATCH LIST (22 suppliers): textilemanufacturer.com /press: Labor dispute at primary factory RISK: May miss delivery for spring collection HIGH RISK (8 suppliers): cheapelectronics.cn /press: Factory shutdown by environmental regulators CRITICAL: Activate backup supplier for 45 SKUs SUPPLY CHAIN RISK: At-risk revenue: $8.4M across 8 suppliers Backup suppliers activated: 5 of 8

5Markdown Optimization

AI agent monitors sell-through rates, competitor pricing, and seasonal windows to optimize markdown timing and minimize overstock losses.

1
Optimize Markdowns
/products/pricing/pressIAB Categories
MARKDOWN OPTIMIZATION INTELLIGENCE ════════════════════════════════════════════════════════ OVERSTOCK ALERT: Winter coats: 42% sell-through (target: 65%) Holiday decor: 28% sell-through — $2.4M overstock Competitor markdown start: Feb 15 avg (we haven't started) RECOMMENDED ACTIONS: Winter coats: Markdown 30% now — save $1.8M vs waiting Holiday decor: 50% clearance — save $0.8M vs disposal ANNUAL MARKDOWN IMPACT: Total markdowns: $42M (8.2% of sales) Competitor avg: 6.5% of sales GAP: $8.7M improvement opportunity

6Category Performance Analytics

AI agent benchmarks category performance against competitors and market trends to identify high-growth and underperforming segments.

1
Benchmark Categories
/products/investors/pressIAB Categories
CATEGORY PERFORMANCE BENCHMARKING ════════════════════════════════════════════════════════ Category Our Growth Market Growth Share Apparel +4% +6% Losing Home and Garden +12% +8% Gaining Electronics -2% +3% Losing Beauty +18% +14% Gaining Food and Grocery +8% +5% Gaining RECOMMENDATION: Shift 5% floor space from electronics to beauty

7Price Elasticity Intelligence

AI agent monitors competitor pricing actions and consumer response to optimize pricing across categories — balancing margin and volume.

1
Analyze Price Sensitivity
/pricing/products/pressOpenPageRank
PRICE ELASTICITY INTELLIGENCE ════════════════════════════════════════════════════════ HIGH ELASTICITY (Price sensitive): Commodity electronics: -2.4 — Must match competitor Basic apparel: -1.8 — Price is primary driver LOW ELASTICITY (Brand-driven): Premium beauty: -0.4 — Can price at premium Designer collabs: -0.3 — High margin opportunity PRICING ACTIONS: Lower price on 120 commodity SKUs: +$6M volume Raise price on 80 premium SKUs: +$2.4M margin Net impact: +$8.4M revenue, +$3.2M margin

8Replenishment Intelligence

AI agent optimizes replenishment by monitoring sell-through velocity, supplier lead times, and seasonal patterns to minimize stockouts and overstock.

1
Optimize Replenishment
/products/about/pressCountries
REPLENISHMENT OPTIMIZATION ════════════════════════════════════════════════════════ REPLENISHMENT METRICS: In-stock rate: 94.2% (target: 97%) Inventory turns: 5.8x (competitor avg: 7.2x) Days of supply: 62 days (target: 50) IMPROVEMENTS: AI demand forecasting: +1.5% in-stock rate VMI for top 50 suppliers: +0.8% in-stock Cross-dock expansion: -8 days of supply REORDER ALERTS: SKUs below safety stock: 148 Auto-reorders triggered: 892 Manual review needed: 24 SKUs

9New Product Intelligence

AI agent monitors trend data, competitor launches, and consumer signals to optimize new product introductions — timing, assortment, and quantity planning.

1
Optimize New Launches
/products/press/blogIAB Categories
NEW PRODUCT INTELLIGENCE ════════════════════════════════════════════════════════ COMPETITOR LAUNCHES (30 DAYS): target.com: 340 new SKUs — sustainable home focus walmart.com: 520 new SKUs — private label expansion TRENDING TO ADD: Stanley cup alternatives: +400% search demand Mushroom coffee: +250% search demand Portable blenders: +180% social mentions NPI PLANNING: Planned Q2 launches: 280 SKUs | Market-aligned: 78% ACTION: Fast-track mushroom coffee and portable blenders

10Inventory Dashboard

AI agent synthesizes all inventory intelligence into a dashboard for supply chain leadership.

1
Generate Inventory Dashboard
/products/press/investorsOpenPageRankIAB Categories
INVENTORY DASHBOARD — FEBRUARY 2026 ════════════════════════════════════════════════════════ HEALTH: In-stock: 94.2% | Turns: 5.8x | Overstock: $18M RISKS: Supplier risk: 8 suppliers ($8.4M) Stockout risk: 24 SKUs ($2.8M)
2
Generate Report

Inventory Report — February 2026

EXECUTIVE SUMMARY ──────────────────────────────────────── Suppliers monitored: 340 domains In-stock rate: 94.2% (2.8% below target) Overstock: $18M above target | At-risk suppliers: 8 KEY INSIGHTS Winter markdown delay costing $3M. Beauty and sustainable categories surging. Eight suppliers at risk. AI demand forecasting could improve in-stock by 1.5%. Recommend immediate winter clearance and supplier diversification.
Get in Touch

Interested in AI Agent Domain Intelligence?

For pricing, subscription options, custom database builds, or enterprise partnerships — contact us below.

Power Your AI Agents with Domain Intelligence

Subscribe to the AI Agent Domain Database — continuous access to 100M+ domains, 20 page types each, quarterly refreshes, and real-time change signals.

AI Agent Database View Pricing

Annual subscription includes quarterly data refreshes, change detection alerts, and priority API access.