NUMID AI
Built for production AI
Numid AI is a fully managed, 3 layers offering: pre-built domain models, performance boosting fine-tuning, and ongoing MLOps operations all deployed inside your own infrastructure.
Three Layers. One Engagement
Numid AI bundles the product, the customisation, and the ongoing operations. You are never left holding an AI system you cannot maintain.
Layer 1
Deploy — Pre-built Domain Models
Industry-specific LLMs shipped as versioned Docker images. Validated baselines for manufacturing, logistics, and energy workflows. Runs in your VPC from day one.
What you avoid
Months of model evaluation, infrastructure buildout, and baseline experimentation.
Layer 2
Customise — PEFT & Integration
Parameter-efficient fine-tuning on your proprietary documents, manuals, or sensor data. Integration with your internal data sources and existing visualisation tools.
What you avoid
Recruiting ML engineers. Exposing your data to external training pipelines.
Layer 3
Operate — MLOps Subscription
Ongoing monitoring, alerting, retraining triggers, and model versioning. Fixed monthly cost. SLA-backed uptime, latency, and throughput guarantees.
What you avoid
Retaining specialist MLOps headcount. Unpredictable infrastructure bills. Silent model degradation.