Empowering Your Business with Intelligent Solutions
Instant Answers from Trusted Enterprise Knowledge
AI agents that answer questions from SOPs, policies, manuals, and internal documents with accuracy, traceability, and access control.
Automate Workflows and Reduce Manual Effort
AI agents that execute tasks, approvals, and handoffs across business processes—reducing manual effort and cycle time.
Embed Intelligence Where Work Happens
Embedded AI copilots connected to enterprise systems such as CRM, ERP, ERP, ITSM, and other enterprise platforms.
About Catalyst Edge AI
Catalyst Edge AI is a Malaysia-based AI system integrator helping enterprises design and deploy secure, production-ready AI agents and automation systems that are built for real-world operations, compliance, and scale.
Why Choose Us
At Catalyst Edge AI, our values are the compass that guides our actions, decisions, and interactions.
Architecture Before Tools
We design AI agent architectures first, then select platforms based on your business requirements.
Platform-Agnostic Delivery
We work across multiple AI and data platforms to ensure the solution fits your environment—not vendor lock-in.
Enterprise-Grade Execution
From access control to auditability, we deliver AI agents that are production-ready from day one.
Proven Enterprise Deployments
Selected AI agent deployments delivered across complex and regulated environments.
Financial Services - AI Document Analyser
AI-powered document extraction and content generation deployed to support KYC workflows, enabling structured data capture from unstructured documents while improving accuracy, consistency, and processing efficiency.
State Government Agency - Public Chatbot
Public-facing AI chatbot deployed on an official government website to provide accurate, multilingual responses to citizen queries, with controlled knowledge sources and governance-ready architecture.
Retail Organisation - Internal HR AI assistant
Internal AI knowledge assistant deployed to support HR operations by enabling fast, consistent access to policies, procedures, and internal documentation across the organisation.
Where Enterprise AI Actually Succeeds
We design and deploy AI agents in environments where accuracy, integration, and governance are non-negotiable.
Production & Governance
AI agents designed with access control, traceability, and auditability – ensuring enterprise level governance.
Integration & Reality
We connect AI agents to documents, databases, workflows, and enterprise platforms — not just demos.
Outcomes Over Experiments
From cycle-time reduction to operational consistency, we deploy AI where it delivers tangible impact.