Computer vision and AI-content detection
Models that read images and explain what they found.
We build classifiers and detectors that give a result, a confidence range and the reason behind it. It is the work behind sighting.ai.
Illustration with sample data.
Scope
What we build.
Who it’s for
- Trust and safety teams checking uploads.
- Platforms that need to know whether content was made by AI.
- Teams whose files must stay private.
- Image understanding and classification
- AI-content detection for text, images, video and code
- A confidence range and the reason behind each result
- Checks for content credentials (C2PA) and watermarks
- Self-hosted models when files must stay private
- Review queues for results a person should check
Approach
How it typically works. Every project is different. This is the usual shape.
- 01
Define the decision
We agree what the model must decide, and what a wrong answer costs you.
- 02
Choose the model
We test open and hosted models on your own examples, and keep the one that holds up.
- 03
Explain the result
Each result comes with a confidence range and the signal that decided it.
- 04
Deploy with care
We self-host the models when files must stay private, and route unclear cases to a person.
Models and tools
Models and tools we use.
Models
- ModernBERT
Tools
- ONNX
- C2PA
- Railway
- Supabase
- Next.js
- Vercel
Names are trademarks of their owners.
Questions
Common questions.
Can the models run without sending files to an outside AI provider?
Yes. We can self-host the models, so files aren’t sent to a third-party AI service.
Can AI detection be certain?
No detector is perfect. That’s why we show a confidence range and the reason behind each result, and send unclear cases to a person.
Do you keep the files we check?
That’s your choice. sighting.ai is built to delete uploaded images and video once the analysis is done, and we can build yours the same way.
Is our data safe with you?
We don’t use client data to train shared models without your agreement. We can sign an NDA and a data processing agreement before we see your data.
Security and privacy
Careful with your data.
Registered in Ireland
Foldox Limited is an Irish company and follows the EU GDPR.
Your data stays yours
We don’t use client data to train shared models without your agreement.
Agreements first
We can sign an NDA and a data processing agreement before we see your data.
Other services
More we can build.
Start a project
Need to check images or AI content?
Tell us what you need to check, and why. We aim to reply within two working days.