Edge AI & Local AI
Why running AI models on local servers is crucial for industry and authorities.
Edge AI (or local AI) means that Artificial Intelligence is not run in a distant cloud, but locally on servers within the company (on-premise).
Cloud vs. Edge
While Cloud APIs (like OpenAI) are extremely powerful, they require uploading data to the internet. For certain sectors, this is a dealbreaker.
Benefits of Edge AI for SMEs
- Data Privacy (GDPR): Patient data, financial records, or CAD drawings never leave the building.
- Latency: Without internet lag, machines can react to AI commands in real-time (e.g. in manufacturing).
- Independence: You are not dependent on the pricing or outages of American tech giants.
For critical processes, Edge AI is the only viable path.
Frequently Asked Questions
Are local models dumber than ChatGPT?
No. Highly specialized open-source models perform specific tasks just as well, but much faster and cheaper.
Do I need expensive servers?
Not necessarily. Many text tasks can run on modern mid-range servers.