Bank · Recon
AINNA

Turn messy operations into AI systems that execute across borders.

80k+ active SKUs 9k monthly orders 30 official stores 87% token savings via smart routing
Start NeuralOps Pilot → Explore NeuralOps

Responsible AI Infrastructure

Engineering Sustainable AI

Smart Routing and Detached Systems decide when advanced AI is required less compute, less energy, same control and data sovereignty.

Explore ESG Impact Carbon Emulator
0% Token reduction potential
0% Carbon reduction potential
~7.5M→<1M Monthly token optimisation
0% Data sovereignty architecture

Traditional AI

Every task → Large model → High tokens → High compute

AINNA NeuralOps

Route first → Detached systems → LLM only when needed

Traditional High compute
NeuralOps LLM only when needed

Less compute Less energy More control

The future of AI is not bigger models it is smarter systems.

BioResearch Microbiology & cancer disease research intelligence 6 inputs → traceable research priorities Explore →
Edge AI IoT & embedded Linux intelligence at the edge 14 edge agents → offline-capable Explore →
SmartCity AI-powered smart city infrastructure & operations 24 domains → one intelligent operating layer Explore →
IC DesignOps Repeatability, traceability & verification intelligence 21 detached services → 85% without LLM Explore →
Why AINNA Was Built

From Local Trade Operator to NeuralOps Builder

What is AINNA?

AINNA is a Malaysian AI company building NeuralOps, private AI infrastructure, agentic AI systems, local LLM deployments, data intelligence and detached systems for real operations.

What is NeuralOps?

AINNA’s orchestration layer for smart routing, governance and detached execution.

Who does AINNA serve?

Malaysian SMEs, enterprises and institutions that need practical AI with control.

Founded in 2019 in Melaka, Malaysia, AINNA began as a local e-commerce platform and grew into a cross-border trade ecosystem connecting Malaysia and Indonesia.

Today, AINNA manages over 80k+ active SKUs, processes around 9k monthly orders, and operates across 30 official stores on Shopee, Lazada, and TikTok Shop, plus two official e-commerce sites with secure payment gateways.

Our philosophy, "Scaling Smart - Grow Beyond Borders," now extends to NeuralOps: AI systems that stay close to business data, run inside controlled infrastructure, and support human teams rather than replacing them.

Beneath every system lies a unified architecture built on centralized orchestration, smart routing to the most reliable and low-cost processing layer, workload segmentation for failure isolation, and detached processing that reduces unnecessary LLM calls. Verification layers, human review gates, and governance controls ensure output stays trustworthy.

2019
Founded in Melaka, Malaysia
MY ↔ ID
Cross-Border Trade

Long-term: unicorn-scale ambition in Malaysia, broader growth in Indonesia built one careful system at a time.

Private by design
Built from real operations
Human-approved

Precision

Math-driven strategy with calculated triggers and controlled variables

Innovation

NeuralOps-driven scalability with automation and data frameworks

Cross-Border

Connecting Malaysia and Indonesia through seamless trade

ESG-Aligned

Sustainability and innovation in every operation

View Token Efficiency Study Research Hub
What We Build

NeuralOps Systems for Real SME Workflows

From private LLM servers to detached systems, dashboards, and commerce automation each system is tied to measurable operations, not demo-only AI. Every component is designed to reduce unnecessary processing cost, improve execution predictability, and keep business data within controlled infrastructure.

Custom Chat Bots

Purpose-built AI chatbots with custom guardrails. Stay on-topic, with reduced hallucination risk and cost-effective token usage.

Outcome On-topic answers with less noise, fewer wasted tokens, and reduced hallucination risk.
Custom Guardrails Reduced Hallucination Risk

AI-Driven Systems

Building automation workflows, data pipelines, and integrations across Google Sheets, MySQL, and LAMP dashboards.

Outcome Sheets, SQL, and dashboards stay in sync without copy-paste.
AI Agent Detached Systems

Automated Logistics Hub

Developing a fully automated logistics centre powered by RFID and Optical Sensing technology.

Outcome Faster pick-and-pack with fewer placement errors.
RFID Technology Optical Sensing

Financial Analytics

Real-time financial and analytics system enabling automated management of sales, inventory, and settlements.

Outcome Sales, stock, and settlements visible in one live view.
Real-time Data Auto Settlements

Cross-Border Commerce

Malaysia-Indonesia trade facilitator aligned with national trade corridors.

Outcome Clearer MY–ID trade flows along real corridors.
MY ↔ ID Trade Dumai-Melaka

E-Commerce

Fully E-Commerce website complete with Internet Payment Gateway. Supporting Online Banking, E-Wallet, Credit/Debit Card.

Outcome Secure checkout across banking, e-wallet, and cards.
Payment Gateway Multiple Payment Channels

Fintech Integration

Seamless payment gateway integration solutions with well known IPG providers.

Outcome IPG wired once multi-provider and multi-currency ready.
Well Known IPG Providers Client Gateway Support

Local LLM Server

Private AI infrastructure running on-premise with controlled data access

Outcome Business knowledge stays inside your environment.

Private LLM Infrastructure

Enterprise-grade security, VPN access, and data sovereignty

Outcome Safer LLM adoption for SME operations.

Agentic AI

Autonomous agents that execute complex workflows with human checkpoints

Outcome Repetitive work moves faster without losing control.

AI Agent Builder

Design and deploy custom NeuralOps agents for department-specific tasks

Outcome Turn SOPs into repeatable AI-assisted systems.

Data Intelligence

Advanced analytics, reconciliations, and business insight dashboards

Outcome Make decisions from live operating data.

Detached Systems

Independent microservices, dashboards, and tools that run without continuous LLM calls reducing token cost and improving execution predictability.

Outcome Modular systems that keep working beyond one website. Detached processing means lower cost and higher reliability.
The AINNA NeuralOps Ecosystem

Built as One System. Deployed as Many.

From private LLM servers to detached agents every layer is designed to cut token cost, keep data local, and run operations without constant cloud dependency.

Source Data
Private LLM
Agent Layer
Detached Output
Layer 01

Private LLM Infrastructure

Your own AI inference layer. Data never leaves your controlled environment VPN-secured, sovereign, and cost-routed.

Explore LLM
Layer 02

Agentic AI Workflows

Autonomous agents execute complex tasks and pause for human checkpoints. Repetitive work moves faster without losing control.

Build Agents
Layer 03

Data Intelligence

Live dashboards, reconciliations, and analytics built from real commerce, finance, and operations data.

View Dashboard
Layer 04

Detached Systems

Independent microservices and tools that keep running with zero continuous LLM calls. Lower cost, higher reliability.

See Live Tools
80k+
Active SKUs Managed
87%
Token Savings via Smart Routing
14
Detached Systems Live
MY
Data Sovereignty
Explore NeuralOps layers →
Our Impact

Numbers That Speak

Real results from our NeuralOps-powered cross-border trade ecosystem

80k+
Active SKUs
Products managed
9k
Monthly Orders
Average per month
30
Official Stores
Shopee, Lazada, TikTok
14
Live Detached Systems
Running in production
50+
Years Combined
Team expertise
RM15M+
Revenue
Annual revenue
RM 375K
Zakat Paid
Contributed to community
Our Team

Meet the People

The minds behind AINNA's innovation and growth

Nur Ain Syuhada

Founder & CEO

Leads AINNA vision and cross-border growth.

View profile →

Rozni Bte Enana

Director of Customer Strategy

Drives customer success and strategic partnerships.

View profile →

Masli Yahaya

Technical Director

30+ years IT & Engineering. Architect of AINNA NeuralOps.

View profile →

Fatin Suniza

Financial Controller

Manages finance, compliance and sustainable growth.

View profile →

Muhamad Hakim Hafizi

Head of Logistics

Oversees Indonesia supply chain and cross-border logistics.

View profile →

Mohd Shafiq Haiqal

E-Commerce Operations

Leads marketing, brand and customer acquisition.

View profile →

Muhammad Firdaus Bin Nordin

Operations & Business Development

Drives warehouse, F&B and e-commerce operations.

View profile →

Agent TC

AI System Developer

Autonomous AI assistant for operations and automation.

View profile →

Team Skills

Experience

AINNA NeuralOps Services

Enterprise AI Infrastructure for Commerce

VPN-secured private LLM, detached systems, smart routing, and cross-border automation. Centralized orchestration connects every component under unified control. Data stays in Malaysia.

Detached System Development
Custom NeuralOps systems for your workflow zero token cost after build
E-Commerce Automation
80k+ SKUs managed automatically
Process Automation
Workflow optimization & integration
Data Intelligence
Analytics & insights dashboard
Pilot Access

Private LLM + Agents

175 / 200 partners

VPN-secured · MY-based

80k+ SKUs · 87% token savings · Detached systems

Explore NeuralOps
Government & Institutional

Secure Institutional Intelligence Infrastructure for Government

AINNA NeuralOps builds sovereign AI infrastructure that preserves policy knowledge, strengthens decision-making, and protects sensitive information through governed AI orchestration, detached systems, and secure local LLM.

SOVEREIGN
Data Sovereignty
Data stays within national jurisdiction
On-Premise LLM
Private inference with controlled public exposure
PDPA Compliance
Identity governance built in
Institutional Memory
Leadership wisdom preserved across administrations
Explore Government Platform →
NeuralOps Pilot

Deploy a private NeuralOps pilot for one real business workflow

175/200 partner slots • VPN-secured • 87% token savings • Human approval built in

1 workflow mapped Private LLM route Human approval gate
Start NeuralOps Pilot → View Plans →
AINNA
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