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Built for Malaysian MSMEs · No training required

Your business,
always open

Transforming businesses with AI-powered automation for sales, operations, finance, and compliance — all through one intelligent platform.

Pepper Labs
Bisnes.ai
Online · 24/7
Selamat datang! Boleh saya bantu anda hari ini? 😊
👤
Ada baju kurung size M tak? Berapa harga?
Ada! 3 warna — Biru Malam, Merah Marun, Krim. Harga RM89. Nak tengok gambar? 👗
AI Persona

Malaysia's First Business AI Assistant

An AI assistant that understands your business, speaks your language, and works across every function — no training required, just chat.

Sales

Rakan Jualan

Answers product questions, and converts leads 24/7 — even at 2 AM.

Operations

Rakan Operasi

Tracks inventory, analyze costs and operational tasks — keeping your business running smoothly.

Finance

Rakan Kewangan

Generates financial summaries, and provides plain-language business performance insights to help you make smarter decisions.

Compliance

Rakan Pematuhan

Navigates e-Invoicing (LHDN), and SSM renewals. Keeps your business legally compliant without the confusion.

Technical Architecture

How the AI actually works,
step by step

Click any tab to focus on one flow. Hover a node to learn what it does in plain language.

All flows active — every component shown. Click a tab to isolate one flow.
RAG CX LLMOPS Knowledge Docs SST · LHDN · MSME PDF · DOC · Data index Embed & Index chunks → vectors store Vector DB semantic search + MongoDB metadata retrieve MCP Connector Universal Connector grounded answers only context G4 AI Brain Gemma 4 Reasoning Core reasoning chain task planning grounded output ↓ result You MSME Owner ask · receive answers ask Bisnes.ai Customer Portal personalised recommendations query routing query NLP Engine Intent & Context Analytics Your Profile PostgreSQL · Persona Chip business context & history profile enriched prompt answer insight Orchestration Hub Data-mixar semantic retrieval · enriched context plan Task Planner step-by-step · Gemma 4 Task Plan execute Actions & Plugins API calls · form filling · plugins track Monitoring quality · continuous improvement ↻ feedback improves future answers AI instructs Result Delivered Personalised answer SST form · compliance report product recommendation ROI Delivery Terminal direct MSME impact deliver result
Hover any node for a plain-language explanation. Click a tab to isolate one flow.

Jom, get started
with Bisnes.ai!

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