Solution

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 Maximize Retail Media Value with AI-Driven Data Insights Vision AI

P2ACH AI Solution delivers precise insights using demographic and flow-based data, enhanced with retail-specialized features such as dwell time, movement analysis, and heatmaps. Experience a unified analytics solution designed for smarter retail decisions. Click the icons below to explore each solution!

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

Utilizing Vision AI, we analyze visitor demographics such as gender and age in a strictly anonymized manner, ensuring full privacy compliance while delivering deep insights.

02 Advanced Re-ID Technology

Our Re-Identification technology tracks movements across multiple cameras to accurately count ‘Unique Visitors’ without duplication, ensuring the highest level of data reliability.

03 Real-Time Targeted Content

We deliver the most relevant content in real time based on immediate analysis of the audience standing before the media, maximizing engagement and ad effectiveness.

04 Smart Shelf & Stock Analysis

P2ACH AI automatically monitors shelf inventory within retail spaces, detecting out-of-stock items in real time to prevent lost sales opportunities.

05 Spatial Heatmap Analysis

We visualize customer foot traffic and congestion levels through in-store cameras, transforming complex movement data into intuitive heatmaps for spatial optimization.

06 Intelligent AI Agent

Going beyond simple data viewing, our AI Agent extracts actionable insights from complex datasets. Ask questions like, “Which ad underperformed last week?” and receive immediate analysis reports with optimization strategies.

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.

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

Maximize Retail Media Revenue with AI-Powered RTB & Vision Intelligence

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 Perfect solution & Package

Quickly process 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

Need an inquiry? P2ACH AI will always answer your questions.