Solutions by Industry

Own the Shelf: Demand-driven

Alloy.ai provides the high-definition visibility consumer brands need to synchronize supply with actual consumer demand. From Food & Beverage to Electronics, our AI agents surface actionable recommendations and prepare the steps to protect your margins and win the shelf.

TRUSTED BY THE WORLD’S TOP BRANDS

Food & Beverage

Bridge the information lag between production and the shelf to minimize spoilage.

Stop relying on the two-week lag of market-level syndicated reports. Alloy.ai synthesizes POS, inventory, shipments, and orders from your retailers, ecommerce partners, and distributors into a single source of truth. We move your commercial, supply chain, and field teams from reactive reporting to real-time execution, so you can act on today’s demand signals before they become tomorrow’s liabilities.

Eliminate Spoils and OOS Lost Sales
Monitor daily SKU-location POS and on-hand signals to spot inventory buildup before sell-by dates and identify voids before they impact the P&L.
Sense Demand and Adjust Production
Move beyond static forecasts. Use daily signals to tighten safety stock and respond to consumption spikes while you still have a window to pivot production.
Protect Margins from OTIF and Chargebacks
Alloy.ai connects orders and shipments to your partners' inventory positions, flagging at-risk deliveries before they turn into deductions.
Maximize Trade Promotion ROI
Measure lift at the item-store-week level to identify underperforming events in-flight and reallocate spend toward the tactics driving sales.
Orchestrate Brokers, DSD, and Field Teams
Measure lift at the item-store-week level to identify underperforming events in-flight and reallocate spend toward the tactics driving sales.

Home Improvement & Hardware

Master seasonal surges and bay-level execution across big-box and specialty retailers.

Stop managing by a monthly plan that can’t account for a shifting spring. Alloy.ai synthesizes daily POS, location-level inventory, shipments, and EDI into a single source of truth. We provide the SKU-location granularity needed to synchronize your supply chain with regional project cycles and localized weather events, ensuring you protect both your margins and your retailer scorecards.

React to Weather and Seasonal Shifts in Real-Time
Use daily store-cluster signals to flex with regional demand, from spring outdoor power surges to hurricane-driven generator spikes.
Protect Margins from Big-Box Scorecards
Intercept at-risk shipments and resolve inventory imbalances before they turn into OTIF deductions or scorecard hits at Home Depot, Lowe's, and Menards.
Manage SKU and Bay-Level Complexity
Gain item-store-day visibility across thousands of SKUs to identify voids, phantom inventory, and slow movers long before your next line review.
Optimize Bulky, High-Holding-Cost Inventory
Lean out overstock on high-value categories like grills and power tools without sacrificing weekend availability for the DIY rush.
Win the Pro Channel
Track pro-pack performance as a distinct segment and identify distribution gaps at pro-focused retailers and distributors.

Beauty & Personal Care

Wrangle fragmented specialty data to protect brand equity and shade-level availability.

Stop flying blind through rapid product cycles and viral demand spikes. Alloy.ai synthesizes POS, door-level inventory, and field execution data from Sephora, Ulta, Target, Amazon, and international partners like Boots and Douglas into a single source of truth. We provide the SKU-location granularity needed to manage shade-level complexity across your entire omnichannel network, ensuring teams act on today’s velocity.

Master Specialty Data Complexity
Automatically synthesize notoriously difficult feeds from Sephora and Ulta into a unified view of door-level sell-through and inventory health.
Track Performance by Shade and Variant
Identify exactly which shades are driving category growth and which are dragging it, with door-level visibility across every region and channel.
Land Launches and Limited Editions
Monitor sell-through and door activation in real-time during the critical first weeks of a launch, holiday set, or limited-edition drop.
Arm Field Reps with Door-Specific Intelligence
Replace manual audits with prioritized call lists driven by door-level out-of-stocks, tester needs, and slow-moving SKUs.
Measure Promotion and Launch ROI in Real-Time
Calculate lift by individual SKU and door to isolate the specific events and channels driving incremental sales.

Consumer Electronics

Accelerate launch execution and synchronize omnichannel demand across big box and direct channels.

Consumer electronics move faster than any legacy supply chain can follow. Alloy.ai synthesizes POS, store-level inventory, shipments, and returns from Best Buy, Amazon, Target, and more, alongside international specialty retailers like Currys, MediaMarkt, and JB Hi-Fi. We provide a single source of truth so your commercial, supply chain, and channel teams can navigate tight launch windows and manage transitions in real-time.

Land Launches in the Window that Matters
Track sell-in and door-level distribution build-up in the critical first weeks, and shift inventory toward the specific channels showing the highest velocity.
Allocate Scarce Inventory Intelligently
When supply is constrained, use real-time demand signals to route units where they will turn fastest, preventing channel conflict and avoiding out-of-stocks at strategic accounts.
Manage Product Transitions and End-of-Life
Monitor sell-down of old-gen inventory before new-gen ramps to minimize the markdowns and liquidation hits that erode margins.
Recover from BOPIS, Returns, and Phantom Inventory Gaps
Automatically detect where ship-from-store execution or returned product is creating distorted on-hand counts and false out-of-stock signals.
Protect Margins from Retailer Scorecards
Identify at-risk shipments before they become OTIF deductions or scorecard hits, ensuring your service levels remain as high as your product performance.

Health & Wellness

Scale supply to seasonal spikes and capture discovery-driven demand in the natural channel.

In wellness, Amazon often rivals your top brick-and-mortar accounts, and the natural channel acts as the engine for trend discovery. Alloy.ai synthesizes POS, store-level inventory, and digital sales from Amazon, Target, Whole Foods, and CVS into a single source of truth. We provide the SKU-location granularity needed to manage seasonal spikes—from cold and flu to immunity and sleep—so you scale supply to the demand wave instead of chasing it.

Win the Natural Channel
Access daily, store-level visibility at Whole Foods and across the natural specialty network where wellness trends and product innovations originate.
Manage Amazon as a Primary Channel
Track availability, price, and velocity on Amazon alongside your physical retail business, ensuring your #1 digital channel is never an afterthought.
Track Innovation and Claim-Based Cycles
Wellness trends move on cycles measured in months. Identify which new SKUs, formats, and label claims are gaining velocity before the competition catches up.
Capitalize on Seasonal and Event-Driven Demand
Use daily depletion signals to react in real-time to weather-driven surges in cold, flu, and allergy categories, bypassing the lag of traditional reporting.
Protect Margins from Drug and Mass Scorecards
Intercept at-risk shipments before they become OTIF deductions or vendor scorecard hits at CVS, Walgreens, Target, and more.

Toys & Games

Pivot production and replenishment during the critical high-stakes holiday window.

In a category where the year is made in a single quarter, you can’t afford to wait for monthly reporting cycles. Alloy.ai synthesizes POS, store-level inventory, shipments, and pre-order signals from Target and Amazon, alongside global partners like Smyths, Argos, and Carrefour. We provide the early demand signals needed to pivot your supply chain while the holiday window is still open, ensuring your high-velocity licenses and hero SKUs are exactly where they need to be.

Sense Demand Early Enough to Act
Use first-week launch and pre-order velocity to identify breakout hero SKUs that require expedited supply and underperformers that need immediate promotion.
Win the Critical Holiday Window
Monitor daily store-level out-of-stocks and on-hand positions across your entire retail network during the high-stakes Black Friday-to-Christmas window.
Manage Licensed and IP-Driven Launches
Track sell-through against content release windows for movie, gaming, and entertainment tie-ins where the demand curve is short and unforgiving.
Allocate Scarce Inventory to Breakout SKUs
When a SKU goes viral, use real-time demand signals to route units to the channels where they will turn fastest, preventing channel conflict and protecting strategic accounts.
Run a Unified Demand Plan Across Global Markets
Maintain visibility across US mass and international specialty retailers like Carrefour to manage global launches, allocations, and replenishment from a single dataset.

Home Care

Defend shelf share and optimize trade spend in high-velocity replenishment cycles.

In a category defined by weekly replenishment cycles and intense private label pressure, relying on monthly reports is a liability. Alloy.ai synthesizes POS, store-level inventory, shipments, and orders from Target, Kroger, Amazon, and more, alongside international partners like Tesco and Sainsbury’s. We provide the SKU-location granularity needed to manage complex pack architectures and defend your shelf share in real-time.

Maximize Trade Promotion ROI
Household care lives on promotion. Measure lift at the item-store-week level to identify underperforming events in-flight and reallocate trade spend toward the tactics driving incrementality.
Manage Pack and Channel Complexity
Track performance across single-use, value, and club packs to identify cannibalization or channel conflict where your pack mix may be eroding margins.
Defend Share Against Private Label
Gain daily, store-level visibility into where your brand is winning or losing velocity and facings against retailer brands on the same shelf.
Protect Margins from Retailer Scorecards
Identify at-risk shipments before they become OTIF deductions or fill-rate penalties at high-stakes accounts like Target and Kroger.
Orchestrate Brokers and Field Teams
Arm reps with prioritized, data-driven call lists to resolve voids, distribution gaps, or display compliance issues at the shelf.

Housewares & Home Goods

Mitigate lead-time risk and capture demand peaks across registries and gifting seasons.

In housewares, revenue is concentrated in compressed windows like the holiday season and back-to-college. Alloy.ai synthesizes POS, store-level inventory, and digital sales from Target, Amazon, Wayfair, and Costco, alongside international partners like John Lewis and Argos. We provide the SKU-location granularity needed to manage long overseas lead times against unpredictable demand shifts, ensuring you capture every gifting peak without the risk of overstock.

Win Seasonal and Gifting Peaks
Monitor daily, store-level visibility through Q4 and peak registry seasons to ensure your hero SKUs are positioned where demand is highest.
Land New Items at Line Reviews
Track sell-in and door activation in the critical first weeks at Target and Costco, providing the data needed to secure expanded shelf space for the following year.
Manage Lead Times Against Unpredictable Demand
Most housewares are sourced overseas with lead times measured in months. Use daily demand signals to identify shifts early enough to expedite or reposition inventory.
Spot Slow-Movers Before Margins Erode
Automatically identify SKUs underperforming across specific regions or channels, allowing you to act before they require forced markdowns or clearance write-offs.
Unify Retail and DTC Performance
Track demand across mass, specialty, and your own DTC site to maintain a clear omnichannel picture and reallocate inventory toward the highest-velocity channels.

Pet Care

Synchronize premium assortment execution across specialty retailers and digital auto-ship.

Winning the bowl requires managing extreme channel diversity—from subscription autoship on Chewy to premium placement at Petco and high-velocity replenishment at mass retail. Alloy.ai synthesizes POS, store-level inventory, and digital sales into a single source of truth. We provide the SKU-location granularity needed to track performance across specialty and mass channels, so your teams can react to shifting consumption patterns in real-time.

Win Specialty and Digital Pure-Plays
Gain daily visibility into Chewy, Petco, and PetSmart to manage the complex demand patterns of subscription and auto-ship models.
Manage Premium Tiers Across a Diverse Channel Mix
Track how pricing, pack architecture, and assortment performance differ between specialty, mass, and grocery to identify cannibalization risks.
Track Innovation Cycles for Treats and Supplements
Wellness-driven treats and supplements move on rapid innovation cycles. Identify which new SKUs are gaining velocity before the competition catches up.
Sense Demand for Fresh and Short-Coded Inventory
For perishable and short-shelf-life formats, use daily POS and on-hand signals to scale supply to demand without the risk of margin-eroding spoils.
Protect Margins from Retailer Scorecards
Intercept at-risk shipments before they turn into OTIF deductions or scorecard hits at Chewy, Petco, and other top-tier accounts.

Automotive Aftermarket

Integrate DIY and commercial demand to manage weather-driven surges and heavy rebates.

The automotive aftermarket requires managing a complex intersection of consumer DIY retail, professional installer channels, and digital pure-plays. Alloy.ai synthesizes POS, inventory, and shipments from AutoZone, O’Reilly, Canadian Tire, and more into a single source of truth. We provide the SKU-location granularity needed to manage distinct pack architectures and localized demand surges across every channel.

Manage DIY and DIFM Channels as Distinct Segments
Track velocity, voids, and inventory health separately across consumer retail and commercial installer channels where pricing, packs, and assortment strategies differ.
Anticipate Weather and Seasonal Demand Spikes
Use daily store-cluster signals to react in real-time to weather-driven surges for categories like washer fluid and coolant, bypassing the lag of traditional reporting.
Maximize Promotional and Rebate ROI
Aftermarket retail runs heavy on rebates and multi-pack events. Measure lift at the item-store-week level to identify underperforming events in-flight and reallocate trade spend.
Land New Launches in Chemicals and Accessories
Monitor sell-through and store activation during the critical first weeks at aftermarket specialty and mass accounts to secure long-term shelf space.
Protect Margins from Retailer Scorecards
Identify at-risk shipments before they turn into OTIF deductions or vendor scorecard hits at AutoZone, O’Reilly, Advance, and more.

Office & School Supplies

Maximize seasonal velocity and manage high-SKU density by exception.

Office supplies move through extreme demand spikes, particularly during back-to-school (BTS) and fiscal-year-start windows. Alloy.ai synthesizes POS, store-level inventory, and shipments from Staples, Office Depot, Target, Amazon, and more into a single source of truth. We provide the SKU-location granularity needed to manage thousands of small-format items, protecting your shelf presence during high-traffic weeks.

Capture Every Peak-Season Sales Opportunity
Monitor daily, store-level POS signals during the back-to-school rush to identify breakout SKUs and pivot supply while you still have a window to react.
Manage High-SKU Density by Exception
Automatically track performance across thousands of small-format SKUs (pens, paper, folders) to identify voids and phantom inventory without manual audits.
Align Internal Plans with Retailer Forecasts
Use high-definition demand signals to identify where retailer forecasts diverge from actual consumption, so you can intercept potential out-of-stocks.
Optimize Assortment for the Hybrid Work Era
Track shifting demand patterns across mass, office specialty, and digital channels to ensure pack sizes and assortments reflect current commercial buying habits.
Protect Margins from Peak-Season Scorecards
Intercept at-risk shipments during high-volume distribution windows to avoid OTIF deductions and maintain your standing on retailer scorecards.

Apparel & Footwear

Synchronize complex size curves and markdown calendars with actual consumption signals.

Apparel operates on a unique calendar where style-color-size combinations multiply a single design into hundreds of distinct SKUs. Alloy.ai synthesizes POS, store-level inventory, shipments, and returns from Macy’s, Nordstrom, Kohl’s, and Amazon, alongside international retailers like John Lewis. We provide the SKU-location granularity needed to manage complex size curves and omnichannel demand.

Manage Style-Color-Size Complexity at the SKU Level
Gain daily, store-level visibility into performance by specific colorway and size to identify which SKUs are driving the line and where size curves are out of sync.
Stay Ahead of the Markdown Calendar
Track sell-through against plan in the early weeks of a season to flag styles that require accelerated markdowns or additional promotional support.
Land Seasonal Launches and Floor Sets
Monitor sell-through and store activation during the critical first weeks of a new season at department stores and mass retailers, where early signals determine reorders.
Unify Wholesale and DTC Performance
Connect wholesale retail performance with your own DTC site to see the full omnichannel picture and reallocate inventory toward the channels where demand is strongest.
Analyze Net Demand with Returns Factored In
Track returns alongside sell-through to understand real net demand, ensuring that replenishment decisions reflect the products customers actually keep.

Sporting Goods & Outdoor

Manage high-ticket inventory and regional seasonal transitions with store-cluster granularity.

Sporting goods move on a rigid seasonal clock, where an unseasonable climate shift can leave you with a warehouse of dead stock. Alloy.ai synthesizes POS, store-level inventory, and shipments from Dick’s Sporting Goods, Academy, REI, Amazon, and more into a single source of truth. We provide the SKU-location granularity needed to manage seasonal transitions and high-ticket inventory, ensuring you capture every regional peak.

React to Regional Seasonal Shifts in Real-Tme
Use daily store-cluster signals to track localized demand for seasonal gear, from regional hunting openers to shifting ski seasons, ensuring supply matches the climate.
Optimize High-Ticket and Bulky Inventory
Identify exactly where to lean out overstock on high-value items like treadmills or kayaks while protecting weekend availability in high-velocity regions.
Land New Innovation and Equipment Launches
Track sell-in and door activation during the critical first weeks of a new product drop at specialty and mass retailers to determine future floor space.
Manage "Event-Driven" Demand Spikes
Use high-definition signals to react to sudden surges driven by major sporting events or viral trends, bypassing the lag of traditional weekly reporting.
Protect Margins from Specialty and Mass Scorecards
Intercept at-risk shipments during high-volume seasonal build-ups to avoid OTIF deductions and maintain your standing on retailer scorecards.

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