AI Photo Moderation & Risk Detection System
AI Photo Moderation & Risk Detection System
250
hours
250
hours
USA
location
USA
location
NDA
client
NDA
client
A secure, AI-powered platform that automatically scans user-uploaded photos, detects policy violations, and prevents costly misuse.
A secure, AI-powered platform that automatically scans user-uploaded photos, detects policy violations, and prevents costly misuse.
250
hours
250
hours
NDA
client
NDA
client
USA
location
USA
location
PROBLEMS WE SOLVED
High financial losses due to invalid or inappropriate photos
Bad photos were being printed, refunded, or manually reviewed, costing the client both time and money.
No automated way to detect risky content
All validation relied on manual checks, resulting in slow processing and human error.
Lack of user feedback during upload
Users were not aware that their photos violated rules until after placing an order.
Need for a highly secure pipeline
Image scanning and storage had to follow strict data protection standards.
High financial losses due to invalid or inappropriate photos
Bad photos were being printed, refunded, or manually reviewed, costing the client both time and money.
No automated way to detect risky content
All validation relied on manual checks, resulting in slow processing and human error.
Lack of user feedback during upload
Users were not aware that their photos violated rules until after placing an order.
Need for a highly secure pipeline
Image scanning and storage had to follow strict data protection standards.
OUR SOLUTIONS
AI-powered image moderation using Gemini
We integrated Google Gemini models to automatically detect inappropriate or explicit content, prohibited symbols, violent imagery, risky or unusable photos, low-quality images (blurry, dark, unreadable), policy violations specific to the client's industry. Each image receives a detailed AI report with risk scoring.
Real-time scanning pipeline
Every photo goes through a secure processing flow: -Upload -Secure storage -Gemini scan -Risk classification -Platform action (approve, block, warn user).
Instant user feedback
If a photo violates rules, the system alerts the user immediately so they can re-upload a compliant image — saving money and frustration.
Fully secure cloud architecture
We implemented a security-first infrastructure using: -Google Cloud -AWS S3 with restricted access -Encrypted storage -Signed URLs -Scoped, expiring tokens -Isolated moderation endpoints This ensures no sensitive image data is ever exposed.
AI-powered image moderation using Gemini
We integrated Google Gemini models to automatically detect inappropriate or explicit content, prohibited symbols, violent imagery, risky or unusable photos, low-quality images (blurry, dark, unreadable), policy violations specific to the client's industry. Each image receives a detailed AI report with risk scoring.
Real-time scanning pipeline
Every photo goes through a secure processing flow: -Upload -Secure storage -Gemini scan -Risk classification -Platform action (approve, block, warn user).
Instant user feedback
If a photo violates rules, the system alerts the user immediately so they can re-upload a compliant image — saving money and frustration.
Fully secure cloud architecture
We implemented a security-first infrastructure using: -Google Cloud -AWS S3 with restricted access -Encrypted storage -Signed URLs -Scoped, expiring tokens -Isolated moderation endpoints This ensures no sensitive image data is ever exposed.
OVERVIEW
The client approached us with a serious operational problem: users frequently uploaded photos of questionable or prohibited nature. These images not only violated platform rules but also generated unnecessary printing costs, refunds, and operational overhead.
The client wanted a way to automatically detect and flag problematic photos before they were processed, reducing financial losses and improving overall platform quality.
We built a secure, enterprise-grade AI moderation system powered by Gemini that analyzes every uploaded image in real time, detects risks across multiple categories, and provides instant feedback to both the platform and users.
The entire solution — design, AI integration, infrastructure, security, and production deployment — was completed in 250 hours.
PROBLEMS WE
SOLVED
High financial losses due to invalid or inappropriate photos
Bad photos were being printed, refunded, or manually reviewed, costing the client both time and money.
No automated way to detect risky content
All validation relied on manual checks, resulting in slow processing and human error.
Lack of user feedback during upload
Users were not aware that their photos violated rules until after placing an order.
Need for a highly secure pipeline
Image scanning and storage had to follow strict data protection standards.
High financial losses due to invalid or inappropriate photos
Bad photos were being printed, refunded, or manually reviewed, costing the client both time and money.
No automated way to detect risky content
All validation relied on manual checks, resulting in slow processing and human error.
Lack of user feedback during upload
Users were not aware that their photos violated rules until after placing an order.
Need for a highly secure pipeline
Image scanning and storage had to follow strict data protection standards.
OUR
SOLUTIONS
AI-powered image moderation using Gemini
We integrated Google Gemini models to automatically detect inappropriate or explicit content, prohibited symbols, violent imagery, risky or unusable photos, low-quality images (blurry, dark, unreadable), policy violations specific to the client's industry. Each image receives a detailed AI report with risk scoring.
Real-time scanning pipeline
Every photo goes through a secure processing flow: -Upload -Secure storage -Gemini scan -Risk classification -Platform action (approve, block, warn user).
Instant user feedback
If a photo violates rules, the system alerts the user immediately so they can re-upload a compliant image — saving money and frustration.
Fully secure cloud architecture
We implemented a security-first infrastructure using: -Google Cloud -AWS S3 with restricted access -Encrypted storage -Signed URLs -Scoped, expiring tokens -Isolated moderation endpoints This ensures no sensitive image data is ever exposed.
AI-powered image moderation using Gemini
We integrated Google Gemini models to automatically detect inappropriate or explicit content, prohibited symbols, violent imagery, risky or unusable photos, low-quality images (blurry, dark, unreadable), policy violations specific to the client's industry. Each image receives a detailed AI report with risk scoring.
Real-time scanning pipeline
Every photo goes through a secure processing flow: -Upload -Secure storage -Gemini scan -Risk classification -Platform action (approve, block, warn user).
Instant user feedback
If a photo violates rules, the system alerts the user immediately so they can re-upload a compliant image — saving money and frustration.
Fully secure cloud architecture
We implemented a security-first infrastructure using: -Google Cloud -AWS S3 with restricted access -Encrypted storage -Signed URLs -Scoped, expiring tokens -Isolated moderation endpoints This ensures no sensitive image data is ever exposed.
OVERVIEW
The client approached us with a serious operational problem: users frequently uploaded photos of questionable or prohibited nature. These images not only violated platform rules but also generated unnecessary printing costs, refunds, and operational overhead.
The client wanted a way to automatically detect and flag problematic photos before they were processed, reducing financial losses and improving overall platform quality.
We built a secure, enterprise-grade AI moderation system powered by Gemini that analyzes every uploaded image in real time, detects risks across multiple categories, and provides instant feedback to both the platform and users.
The entire solution — design, AI integration, infrastructure, security, and production deployment — was completed in 250 hours.
PROBLEMS WE SOLVED
High financial losses due to invalid or inappropriate photos
Bad photos were being printed, refunded, or manually reviewed, costing the client both time and money.
No automated way to detect risky content
All validation relied on manual checks, resulting in slow processing and human error.
Lack of user feedback during upload
Users were not aware that their photos violated rules until after placing an order.
Need for a highly secure pipeline
Image scanning and storage had to follow strict data protection standards.
OUR SOLUTIONS
AI-powered image moderation using Gemini
We integrated Google Gemini models to automatically detect inappropriate or explicit content, prohibited symbols, violent imagery, risky or unusable photos, low-quality images (blurry, dark, unreadable), policy violations specific to the client's industry. Each image receives a detailed AI report with risk scoring.
Real-time scanning pipeline
Every photo goes through a secure processing flow: -Upload -Secure storage -Gemini scan -Risk classification -Platform action (approve, block, warn user).
Instant user feedback
If a photo violates rules, the system alerts the user immediately so they can re-upload a compliant image — saving money and frustration.
Fully secure cloud architecture
We implemented a security-first infrastructure using: -Google Cloud -AWS S3 with restricted access -Encrypted storage -Signed URLs -Scoped, expiring tokens -Isolated moderation endpoints This ensures no sensitive image data is ever exposed.
RESULTS
RESULTS
We achieved a significant reduction in invalid photo submissions by stopping the majority of problematic uploads at the source using AI-powered validation. This led to lower operational and printing costs by eliminating waste caused by unusable or disallowed images.
Instant, clear feedback improved the user experience, helping users understand issues with their photos immediately and reducing friction during uploads.
High-level security compliance → All moderation flows follow strict security standards for image handling.
The system is fully scalable and designed to support millions of scans with high throughput and low latency.
TECH STACK
TECH STACK
DISCOVER OTHER
PROJECTS
DISCOVER OTHER
PROJECTS
DISCOVER OTHER
PROJECTS
Got an idea or a question?
Leave your contact details - we’ll get in touch, answer your questions, and help make your idea happen.
Got an idea or a question?
Leave your contact details - we’ll get in touch, answer your questions, and help make your idea happen.
Got an idea
or a question?
Leave your contact details - we’ll get in touch, answer your questions, and help make your idea happen.
Your brand must be secure. Let’s build it right.
2025©All rights reserved.
Your brand must be secure. Let’s build it right.
2025©All rights reserved.
Your brand must be secure. Let’s build it right.
2025©All rights reserved.
Your brand must be secure. Let’s build it right.
2025©All rights reserved.