Local AI
Definition
An approach where models run directly on your own devices or servers instead of external AI APIs
#local AI#on-prem AI#self-hosted AI#on-device AI
What is local AI?
Local AI means running LLMs or inference models directly on internal machines rather than calling a cloud API.
Key advantages
It improves data control and can make repeated high-volume usage more cost-predictable over time.
Key tradeoffs
Teams must manage hardware, deployment, and updates themselves.
Compared with cloud services, instant scaling and access to the newest models can be slower.
Is your site visible in AI search?
See for free how ChatGPT, Perplexity, and Gemini describe your brand.
Start Free Diagnosis →Related terms
AI Infrastructure
Sovereign AI
An AI operating strategy where an organization or nation keeps direct control over data, models, and infrastructure
AI Infrastructure
Agent Orchestration
An operating approach that coordinates multiple AI agents and tools under shared routing and control policies
AI Infrastructure
AI Crawler
Web crawlers operated by generative AI platforms (ChatGPT, Claude, Gemini, Perplexity, etc.) that separate training, search indexing, and user-fetch into distinct layers
AI Infrastructure
AMR (Autonomous Mobile Robot)
A mobile robot that plans and adjusts its own routes using sensor-based environmental awareness
AI Infrastructure
Antidistillation Fingerprinting (ADFP)
An output fingerprinting method designed to preserve detectable statistical signatures after distillation
AI Infrastructure
AX (AI Transformation)
An organizational shift that embeds AI into workflows, decision-making, and service operations