Enterprise AI Agents. Designed, Integrated, and governed.

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
Architecture Before Tools

We design AI agent architectures first, then select platforms based on your business requirements.

Platform-Agnostic Delivery
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
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

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.

Government Agency

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

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
Production & Governance

AI agents designed with access control, traceability, and auditability – ensuring enterprise level governance.

Integration & Reality
Integration & Reality

We connect AI agents to documents, databases, workflows, and enterprise platforms — not just demos.

Outcomes Over Experiments
Outcomes Over Experiments

From cycle-time reduction to operational consistency, we deploy AI where it delivers tangible impact.

Grow Better With Catalyst Edge AI

Contact us to explore how our AI solutions can elevate your business to new heights.