Custom AI Development
Purpose-built AI models and pipelines tailored to your data, domain, and deployment constraints.
Not every problem fits a pre-trained model
Off-the-shelf AI works until it doesn't — your defect types are unique, your documents have domain-specific layouts, your audio environment has noise profiles no general model has seen. Custom AI development starts where general-purpose models hit their ceiling.
What we build
Domain-specific models
Optimised inference pipelines
Data engineering
How we work
Discovery & scoping — understand the problem, audit existing data, define success metrics
Prototype — fast iteration on model architecture and training. Weekly demos, not quarterly reports
Production hardening — optimise for your target hardware, integrate with your stack, validate at scale
Handoff & support — documentation, retraining pipelines, and ongoing model monitoring
Built on Hashtee's core
Custom models run on the same infrastructure as our products — Raru Runtime for vision, Longlichi for document intelligence, Obi for acoustics, Kundoo for speech. You get production-grade foundations, not science projects.