Retail Vision AI Solutions

Retail Total Solution Vision AI-based retail comprehensive analysis solution

Based on the Vision AI-based analysis technology developed independently by P2ACH AI, it realizes efficiency of retail media, operation, and marketing through analysis in space.

Mart
Beauty store
Hotel / Resort
Convenience store

Solutions Measure, understand, and grow retail media value with Vision AI

P2ACH AI turns anonymized demographic, traffic, dwell-time, and heatmap data into clear signals for media performance, store operations, and merchandising decisions. Select a solution to see how it works.

AI-Powered Audience Analytics
Advanced Re-ID Technology
Real-Time Targeted Content
Smart Shelf & Stock Analysis
Spatial Heatmap Analysis
Intelligent AI Agent

01 AI-Powered Audience Analytics

Vision AI analyzes visitor demographics such as gender and age in an anonymized way, giving teams useful audience data while protecting privacy.

02 Advanced Re-ID Technology

Re-ID tracks movement across multiple cameras to count unique visitors without duplication and keep traffic data reliable.

03 Real-Time Targeted Content

Audience signals from the media area help teams serve more relevant content in real time and improve ad effectiveness.

04 Smart Shelf & Stock Analysis

P2ACH AI monitors shelf inventory and detects out-of-stock items in real time, helping teams reduce missed sales opportunities.

05 Spatial Heatmap Analysis

In-store cameras turn traffic and congestion patterns into heatmaps that help teams improve layout, staffing, and media placement.

06 Intelligent AI Agent

Ask the AI Agent which ad underperformed, where traffic changed, or what action to take next. It turns offline behavior data into clear reports and next-step recommendations.

Key Features Meet the key features of P2ACH AI

INSIGHT

Customer Insight
- Gender
- Age
- Interest Analysis
Media Insight
- By media
- By Material/Content
- A/B test
Retail Insight
- Heatmap Analysis
- Identical Analysis
- Defect Analysis

Retail Insight
- Customized Advertising /Content Transmission
- Send targeted menus
- Interactive Transmission
Vision AI & AI Agent
- Traffic
- Dwell Time
- Audience Analysis
- Engagement Signals
- Location Context
Monetize
- Retail Media DSP & SSP
- Ad Trading via Real-time Bidding

Insight

The collected data is visualized on the web dashboard to streamline the customer's retail operations and management.

P2ACH AI's analytics solution collects and analyzes real-time visitor data and media performance in real time.

We find insights like online analysis through AI analysis solutions that limit offline ambiguity. You can make successful decisions based on advanced data. Objects recognized through the camera are not identified as specific individuals and do not store images or photos. AI algorithms comply with GDPR, CCPA.

Customer Insight
GenderAgeInterest Analysis
Media Insight
By mediaBy Material/ContentA/B test
Retail Insight
HeatmapIdenticalDefect Analysis

Targeting Real-time Interactive Content Powered by Smart Recognition

By responding to customer behavior, it creates engaging experiences and unlocks new value in retail marketing.

LLM
Reasoning

Rule
Engine

Inference
Model

A Data Dashboard That Understands Offline Spaces

Traffic
Impressions, movement direction, and time-based trends
Dwell Time
Engagement duration and response levels
Audience Analysis
Gender, age groups, and group-level recognition
Engagement Signals
Attention levels and gaze dwell time
Location Context
Performance comparison by location

Powered by Vision AI & AI Agent

The P2ACH AI Dashboard analyzes real-time responses within offline spaces measured by Vision AI and delivers insights in a clear, intuitive way.

A Data Dashboard That Understands Offline Spaces Powered by Vision AI & AI Agent

The P2ACH AI Dashboard analyzes real-time responses within offline spaces measured by Vision AI and delivers insights in a clear, intuitive way.

Traffic
Impressions, movement direction, and time-based trends
Dwell Time
Engagement duration and response levels
Audience Analysis
Gender, age groups, and group-level recognition
Engagement Signals
Attention levels and gaze dwell time
Location Context
Performance comparison by location

The P2ACH AI Dashboard Agent is a digital strategist that proposes and executes actions based on real-time data. If traditional dashboards are mirrors that reflect past numbers,

Dashboard Specification

Dashboard Specification OTHERS
Data Collection
Real-Time Analysis
Insight Delivery AI Agent Automated Analysis Manual Interpretation (Human Judgment)
Question-Driven Analysis
Actionable Guidance

Reasoning Autonomous Data Reasoning
Ask, "Why did sales drop compared to last week?" The agent autonomously analyzes multiple factors—such as foot traffic changes, gaze dwell time, and demographic shifts of staying customers—to identify the root cause.
Action Real-Time Action Optimization
Use tools (API) to intervene in the real world, such as changing advertising material immediately based on data analysis results or sending notifications to field managers.
Memory Continuous Learning & Memory
The agent remembers successful campaign patterns and proactively suggests higher-confidence strategies when similar situations arise.

Key Features & Business Value

Conversational Insights
Autonomous Campaign Planning
Multi-Agent Collaboration
Predictive Optimization

Learn more about the P2ACH AI Agent

Conversational Insights
Generate instant, actionable reports through natural language queries—without interpreting complex charts.

Generate instant, actionable reports through natural language queries—without interpreting complex charts.
Autonomous Campaign Planning
Set a goal (e.g., "Increase traffic from customers in their 20s"), and the agent automatically plans optimal ad creatives and delivery time slots.

Reduces operational workload and maximizes marketing efficiency.
Multi-Agent Collaboration
Vision Data Agent + Inventory Data Agent + Ad Execution Agent operate in real time as a coordinated system.

Fully automated, one-to-one personalized advertising tailored to each store's context.
Predictive Optimization
Detects changes in foot traffic patterns to predict future congestion or sales opportunities and recommends proactive actions.

Prevents missed opportunities and ensures stable revenue management.

Key Features & Business Value

Conversational Insights

Generate instant, actionable reports through natural language queries—without interpreting complex charts.

Generate instant, actionable reports through natural language queries—without interpreting complex charts.

Autonomous Campaign Planning

Set a goal (e.g., "Increase traffic from customers in their 20s"), and the agent automatically plans optimal ad creatives and delivery time slots.

Reduces operational workload and maximizes marketing efficiency.

Multi-Agent Collaboration

Vision Data Agent + Inventory Data Agent + Ad Execution Agent operate in real time as a coordinated system.

Fully automated, one-to-one personalized advertising tailored to each store's context.

Predictive Optimization

Detects changes in foot traffic patterns to predict future congestion or sales opportunities and recommends proactive actions.

Prevents missed opportunities and ensures stable revenue management.

Learn more about the P2ACH AI Agent

Monetize

Grow retail media revenue with RTB and real-world audience signals

85%
Boosted exposure with real-time audience data
5×
Better targeting precision
120%
Improvement in campaign efficiency
42%
Lift in customer engagement

Use case The Impact of Our Solution

Hardware Features Edge hardware for real-time analytics

Process camera data in real time through an edge PC.

Environmental Optimization Design
- Fanless heat sink method
- Stability to dust and temperature
Camera
- Adjustable angle
- Custom Cam
- Reflect camera parameters
National Accreditation
- KC, JC certification
  - Other country-specific certification in progress

Want to see how P2ACH AI fits your space? Send us a request.

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