From Insight to Action
From Insight to Action
Real-time visual intelligence (EdgeX)
Turn every camera into another watchman. Spot shopper profiles, shelf gaps, theft, SOP slips, queues, and safety events. EdgeX runs the check in seconds while the cloud dashboard shows video clips and ranked alerts so you can act quickly.
Mobile photo audits (SnapX)
Turn a single photo into full shelf data—SKUs, counts, prices, POSM, layout—while flagging damage, bad shots and duplicates, standardizing audits. This cuts audit time by 90% while keeping shelves full.
Conversational analytics & search (ChatX)
Unify POS, operations, and video for plain-language Q&A with ChatBI and instant clip search without needing SQL with ChatCTV.
Closed-loop operations & integration
Use A³ to turn every store event into data and then data into KPIs, root causes, and benchmarks. These assigned tasks plug straight into ERP/OMS/BI and keep improving as you scale.
Why AiMall Retail AI
Why AiMall Retail AI
Premier
Top 1 AI in China's tobacco industry
Global recognition
Over 100 customers worldwide
99% accuracy
Error-free SKU and planogram audits
High-performance
< 5s detect-to-alert speed
EdgeX: real-time visual intelligence to action
Existing cameras now spot shoplifting, shelf gaps, queue build-up, SOP slips, safety risks and more. Edge inference delivers sub-second alerts with video proof, while cloud dashboards rank tasks, benchmark sites and reveal root causes. One-click clip review drives fast, accountable fixes.
SnapX: FMCG brand execution guardrail
AI turns photos into data—SKUs, counts, prices, POSM, promotion tags and shelf share. The system then flags damage, duplicates or tampering while scoring each store. Time-stamped proof helps settle disputes, trigger replenishment, and keep executions consistent online or off, in any language.
ChatX: conversational analytics & video search
POS, operations, and video on one workspace provide sales charts by store or hour in just seconds. Semantic video search lets you jump straight to the right clip. Built-in retail metrics, alerts and role views mean weekly reviews take just minutes without coding or digging.
A³ closed loop & enterprise integration
Stores and tags every video and alert. The platform identifies performance gaps and converts them into assigned tasks that integrate with ERP, OMS and BI systems. Task outcomes feed back to refine rules and models, and this repeatable cycle across thousands of sites transforms routine operating costs into measurable profit gains.
Scenarios & Benefits
Scenarios & Benefits
Chain Retail: Grocery & Wholesale
- Daily shrink, shoplifting, missed scans, queues, shelf gaps and safety events go unchecked across formats and contractors, leaving investigations slow and SOP uneven.
- Promotions, replenishment and staffing have no single owner or rhythm. Issues stay issues while managers chase documentation and proof instead of running the store.
- EdgeX features 11 functions in one box for you to prevent loss, map traffic, manage queues, verify checkout, spot shelf gaps, check SOP, monitor facility, flag intrusion, and track O2O handover.
- Staff get phone alerts while HQ dashboards rank stores, reveal repeat root causes, and enable fair cross-format comparisons, turning every event into a single Archive → Analysis → Action loop.
- Lower losses, faster checkout, safer stores, full shelves, uniform execution across formats and partners
- Fact-based decisions, proactive governance with clear accountability
- Pilot-to-thousands scaling, predictable cost, ChatX-ready foundation
Chain Bistro & Restaurants
- Traffic spikes and congestion spots (host stand, pickup zone, narrow aisles) are spotted too late, causing uneven table turnover and guest experience.
- Real-time guest flow does not align with labor planning or promotions, so staff are over-allocated in quiet periods and under-supplied during peaks, cutting both sales and satisfaction.
- Live views of table status, zone heat and queues, while video documentation pushes teams to fix issues fast.
- Dashboards turn live footfall and seating data into optimal staffing and promotion plans, replicating best practices across every venue.
- Faster seating and service, steadier guest experience, and higher daily covers.
- Coaching and KPIs becomes specific and fair using shared evidence; standards travel quickly across the estate without extra headcount.
- HQ gains one simple view to compare venues and keep operations on script.
Brand Marketing Audit & Compliance
- Campaign execution differs by facing, label, POSM, tag, shelf share, and pack quality—slowing replenishment and cutting ROI.
- Brands, distributors, and retailers work from mismatched data, leaving budget and incentive decisions unresolved.
- SnapX turns photos into data—SKUs, counts, prices, planogram, POSM, promotion tags, and shelf share—then flags damage, duplicates, or tampering. Each store is scored by banner, regions, or campaign, and generate evidence-based tasks for fixes and replenishment.
- Time-stamped, geo-tagged photos and live dashboards give every partner the same indisputable facts.
- Consistent shelf presence
- Justified budgets and enhanced execution
- Stronger retailer ties through shared facts
Ask-to-Insight Across Markets
- POS, operations and video sit in separate systems and weekly reports arrive late and a single incident needs hours of manual video search. Regions wait for scarce analysts, so action is delayed.
- Leaders lack instant insight into store-specific issues and recurring alert hotspots, delaying corrective action.
- ChatBI provides plain-language Q&A and ChatCTV searches clips instantly.
- Pre-built retail intents and open APIs sync POS, OMS and ERP so every team shares one set of definitions and context.
- Minute-speed decisions with early, aligned action
- Daily insight habit for every manager—from analysts to the frontline—tightening governance and reinforcing the A³ loop network-wide
Edge–Cloud Retail AI Service Architecture
Edge–Cloud Retail AI Service Architecture
Success Stories on Huawei Cloud
Success Stories on Huawei Cloud
About AiMall — Enterprise Retail A³ AI Partner
About AiMall — Enterprise Retail A³ AI Partner
Shenzhen AiMall Technology Co., Ltd.
AiMall provides turnkey enterprise-level AI solutions to retail industry for Workflow Process Automation. We customize full-stack A³ (Archive-Analysis-Action) agents for diverse scenarios (marketing/operation/logistics). We achieve this goal by leveraging a cutting-edge fine-grained large language and vision models.
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Shenzhen AiMall Technology Co., Ltd.
AiMall provides turnkey enterprise-level AI solutions to retail industry for Workflow Process Automation. We customize full-stack A³ (Archive-Analysis-Action) agents for diverse scenarios (marketing/operation/logistics). We achieve this goal by leveraging a cutting-edge fine-grained Large Language and Vision models.
