Case Study
Engineering ANT
An enterprise agentic AI platform
ANT is a reusable platform for building governed AI workers: agents that reason, connect to enterprise systems, and execute business workflows.
It was engineered as a foundation, not a one-off chatbot: model-agnostic runtime, hybrid memory, enterprise integrations, and governance designed in from the start.
The architectural deep dive is documented separately. This page covers what that foundation looks like in production.
Live in production
ANT is running real workloads for real organisations, not a demo environment.
20+
Agent templates
Production-ready workflows for real business use cases.
10+
Foundation models
Adopt new models without rebuilding applications.
Live
Customer workloads
Deployed with real users, data, and operating constraints.
Dual
Deployment modes
The same platform runs as SaaS or in a private cloud.
Currently powering AI solutions for
- Emergency Mirror Labs
ANI & Transformation Agents
- Tender Wizard Malaysia
AI-powered procurement assistant
In progress
- Ministry of Housing and Local Government (Malaysia)
Enterprise AI deployment