PILLAR 01 // AI AGENT DEVELOPMENT & AI AUTOMATION MALAYSIA

MAKE AI WORK FOR YOUR BUSINESS.

Design intelligent assistants, Hermes AI agent setups, and AI-powered workflows that help teams access information, handle repetitive tasks, and work more efficiently. We deliver end-to-end AI agent development Malaysia, custom AI automation Malaysia systems, and full-service Hermes Agent setup Malaysia with zero recurring API billing overhead.

NOTE: Integration depth and automation capabilities depend on client-provided APIs, database schemas, and approved privacy boundaries. We build guarded, verifiable tools—never uncontrolled black boxes.
AI Agent Interface Control System
SYS: RAG ASSISTANTREADY // WHATSAPP API
// ARCHITECTURE & ROLES

WHAT OUR AI AGENTS CAN DO

Specialized conversational and operational agents designed for specific workflows across your enterprise.

01 // FUNCTION

Customer Enquiry Assistance

Frontline conversational AI responding to product questions, office hours, and booking requests via WhatsApp or web widget.

02 // FUNCTION

Hermes Agent Setup & Installation

Professional Hermes Agent setup Malaysia and Hermes AI installation. Autonomous cron dispatchers, OpenRouter free LLM orchestration, and multi-channel bot integration.

03 // FUNCTION

Internal Knowledge Assistants

Secure agents connected to your company PDFs, manuals, and databases to answer staff questions in seconds.

04 // FUNCTION

Document & Information Processing

Extract key data points from invoices, receipts, and order forms without manual copy-pasting.

05 // FUNCTION

Business Workflow Assistance

Trigger actions across your stack (Google Sheets, Notion, Airtable, email notifications) based on conversation events.

06 // FUNCTION

AI-Powered Research & Reporting

Automated synthesis of industry trends, competitor product updates, or weekly operational summaries.

07 // FUNCTION

Custom API Integrations

Bespoke webhooks and API connectors engineered to fit your existing third-party software environment.

// COMMERCIAL DEPLOYMENT

EXAMPLE USE CASES FOR MALAYSIAN SMES

Practical applications delivering measurable time savings for local business owners and staff.

01 • WhatsApp Triage

Wholesale & Distribution

Instantly answers recurring queries regarding minimum order quantities, delivery coverage zones, and current stock catalogs in English, Malay, or Chinese.

02 • Internal Knowledge

Professional Services & Law

Allows paralegals and consultants to search through hundreds of internal PDF templates, contract precedents, and firm guidelines via a secure private chat.

03 • Appointment Assistant

Clinics & Consultancies

Pre-qualifies incoming patient requests, verifies availability rules, gathers preliminary consultation details, and notifies staff before confirmation.

// PROPRIETARY AUTOMATION FORGE|ED EZ SUITE

SPECIALIZED WORKFLOW AUTOMATION ENGINES

Beyond standard conversational agents, we architect targeted automation pipelines designed to eliminate friction in e-commerce, advertising, and high-volume media generation.

VIEW ALL EXPERIMENTS (7 AI TOOLS)→
KontenJanaAI PRO: Social Media & Storyboard Generator
AUTOMATION TOOL

KontenJanaAI PRO: Social Media & Storyboard Generator

Proprietary AI engine for viral social media copywriting, bilingual hooks (BM / English), and 10s temporal video storyboards.

Proprietary AI EngineBahasa Melayu & EnglishSocial Media Copywriting10s Temporal StoryboardsJSON Prompt Export
Ed EZ Affiliate: Shopee & TikTok Affiliate Video Generator
AUTOMATION TOOL

Ed EZ Affiliate: Shopee & TikTok Affiliate Video Generator

E-commerce automation transforming Shopee & TikTok product links into high-converting hooks, custom character visuals, and full video storyboards.

Shopee & TikTok ParserBilingual AI Hooks (BM/EN)Custom Avatar PromptsViral Marketing LogicE-Commerce Automation
Ed EZ Poster: AI Poster Creative Forge & Template Engine
AUTOMATION TOOL

Ed EZ Poster: AI Poster Creative Forge & Template Engine

Brief-to-background AI poster studio featuring 24 curated templates, brand kit styling, and multi-format aspect ratio generation.

Brief-to-Background AI24 Curated TemplatesMulti-Ratio OutputBrand Kit AlignmentNano Banana Pro
Ed EZ Images: Multi-Style AI Visual Batch Studio
AUTOMATION TOOL

Ed EZ Images: Multi-Style AI Visual Batch Studio

High-throughput AI visual batch generation engine with 20 curated visual styles, 5x reference image consistency, and Idea Spark.

Visual Batch Studio20 Curated Visual Styles5x Image ConsistencyStyle DNA ControlIdea Spark Prompts
Ed EZ Model: AI Virtual Model & Fashion Anatomy Studio
AUTOMATION TOOL

Ed EZ Model: AI Virtual Model & Fashion Anatomy Studio

Virtual fashion model studio featuring 97 anatomy pose presets, dress/attire/pant fabric attachment, and multi-ratio output generation.

97 Anatomy Pose PresetsAttire & Fabric AttachmentPose Anatomy GuidanceMulti-Ratio Output (9:16 / 16:9)Virtual Fashion Staging
Ed EZ Storyboard: 5-Panel Cinematic Video Storyboard Studio
AUTOMATION TOOL

Ed EZ Storyboard: 5-Panel Cinematic Video Storyboard Studio

5-panel temporal video storyboard generator with Bahasa Melayu prompt directions, camera movements, clean cinematography, and 9:16 / 16:9 format controls.

5-Panel Temporal StoryboardBahasa Melayu Action DirectivesCamera Motion Directives9:16 & 16:9 Multi-RatioClean Cinematography Pipeline
Hermes Agent Setup & Automation: Scheduled Malaysia News Dispatcher
AUTOMATION TOOL

Hermes Agent Setup & Automation: Scheduled Malaysia News Dispatcher

Hermes Agent setup Malaysia & installation service: Autonomous cron-scheduled agent utilizing OpenRouter free LLMs to curate and dispatch verified Malaysia news.

Hermes Agent Setup MalaysiaHermes Agent InstallationHermes AI SetupServerless Cron (12PM & 6PM)OpenRouter Free LLM ModelsMalaysia News PipelineMalay Mail & BERNAMA Sources
// DEPLOYMENT TIMELINE

ENGINEERING & TESTING PROCESS

01

Workflow Audit

We map your repetitive communication bottlenecks and identify high-leverage automation points.

02

Knowledge Ingestion

Curating, structuring, and sanitizing your product documentation, FAQs, and business rules.

03

Agent Prototyping

Engineering system prompts, guardrails, fallback triggers, and webhook integrations.

04

Validation & Deployment

Rigorous edge-case testing, user acceptance runs, and connection to your live channels.

// TRANSPARENCY

FREQUENTLY ASKED QUESTIONS

Q:How do I hire your team for AI agent development in Malaysia?

To hire our studio for AI agent development Malaysia, message us directly on WhatsApp (+60 11-3071 9502). We audit your operational bottlenecks, design custom RAG knowledge bases, build autonomous agents (including Hermes Agent setup), and deploy tested solutions directly into your WhatsApp or corporate channels.

Q:What is Hermes Agent setup Malaysia and how does Hermes AI installation work?

Hermes Agent setup Malaysia is our full-service deployment and installation service for the Hermes AI agent architecture. We configure scheduled cron routines (such as twice-daily news synthesis or market monitoring), connect OpenRouter zero-billing free LLM models, and route formatted alerts directly into your Discord, Telegram, or WhatsApp channels without recurring API billing overhead.

Q:What business workflows can be improved with AI automation in Malaysia?

AI automation Malaysia transforms repetitive business operations: 24/7 bilingual customer service on WhatsApp, automated invoice data extraction, lead scoring, executive news briefings via Hermes Agent, and seamless cross-platform syncing between Google Sheets, Notion, and CRMs.

Q:Can the AI Agent connect directly to WhatsApp?

Yes. We architect solutions that interface with WhatsApp through official business API gateways or lightweight webhook bridges tailored to your volume.

Q:Will the AI invent incorrect answers (hallucinate)?

We build strict Retrieval-Augmented Generation (RAG) guardrails. If the agent does not find verified facts in your supplied documents, it politely defers and routes the inquiry to your human staff.

Q:Does it replace my human customer service team?

No. AI agents act as tier-1 multipliers that filter out repetitive questions (hours, catalog, pricing guidelines), freeing your team to focus on high-value human closing.

Ready to streamline repetitive tasks?

Share your operational workflow with our engineers. We will outline what an AI assistant can accomplish for your specific setup.