

Designed to help organizations enhance customer engagement, automate communications, and provide intelligent access to organizational knowledge through natural, context-aware interactions.
Built on advanced Generative AI, Large Language Models (LLMs), and Retrieval-Augmented Generation (RAG) technologies, KATA enables organizations to deploy intelligent assistants that can answer questions, retrieve information, support users, and streamline business processes — while maintaining control over proprietary knowledge and data.
For entrepreneurs, freelancers, consultants, micro businesses and small teams seeking an effective AI assistant for customer engagement and business communications.
For SMEs and growing organizations requiring enhanced knowledge management, team collaboration and organizational intelligence capabilities.
For enterprises, government agencies, regulated industries and organizations requiring advanced governance, security, integrations and operational intelligence.
The capabilities listed above represent the standard baseline for each edition.
KATA Professional Services provides organizations with additional capabilities including:
Final scope, architecture, deployment model, integrations, governance controls, AI workflows and feature sets are determined based on organizational objectives, technical environment and operational requirements.
Disclaimer: Product features, specifications, demonstrations, pricing, editions, roadmaps and availability described on this website are provided for general informational purposes only and may change without notice. Unless expressly agreed in a written contract, nothing on this website constitutes a binding commitment, warranty or obligation by 41 LABS Sdn. Bhd. All rights reserved.

AI-Powered Assistant & Conversational Intelligence Platform