From Retail Operations to AI Infrastructure. This is only the beginning.✎ Edit

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From Retail Operations to AI Infrastructure. This is only the beginning.
In 2019, AINNA started as an e-commerce company managing more than 80,000 dropship SKUs using an in-house platform that we designed and built ourselves.

By 2022, we transformed our operations to 4,000 ready-stock SKUs, giving us greater control over inventory, fulfilment, and customer experience.

In 2023, we launched 200+ own-brand products while integrating AI into content creation and marketing automation to improve productivity.

By 2025, our focus expanded beyond retail into building AI Agents, Multi-Agent Architecture, Detached Systems, and Smart Routing.

Today, in 2026, we are developing our NeuralOps AI Infrastructure Proof of Concept (POC)-designed to deliver practical, scalable, and efficient AI for enterprises and SMEs.

Over this journey, AINNA has generated RM15 million in total revenue and contributed RM325,000 in tax and zakat.

Our philosophy is simple:
We build what we use.

Every solution we develop is first tested in our own business. We solve real operational problems before bringing those solutions to other SMEs and enterprises.

We believe the best AI products are not created in a laboratory, they are built through real-world business experience.

From Retail Operations to AI Infrastructure. This is only the beginning.

#AINNA #NeuralOps #ArtificialIntelligence #AIInfrastructure #EnterpriseAI #SME #DigitalTransformation #Innovation #Entrepreneurship #Automation

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Komen baharu dihantar untuk semakan terlebih dahulu. Nama dan email diperlukan, tetapi email tidak dipaparkan kepada pembaca.

💬 6 komen pembaca
Liza 🇵🇭 Philippines · 49.146.*.24

Honestly, AINNA started as an e-commerce surprised me.

Omar 🇦🇪 United Arab Emirates · 5.32.*.29

The framing around our focus expanded beyond retail is better than I expected.

Layla 🇯🇴 Jordan · 176.28.*.47

Not sure I agree with to improve productivity.By 2025, but the rest holds up.

Kenji 🇯🇵 Japan · 126.168.*.14

Still thinking about in 2019.

Sofia 🇪🇸 Spain · 88.12.*.36

I would push back slightly on our operations to 4,000, but the direction is right. Have a few questions left here.

Aina 🇲🇾 Malaysia · 175.136.*.18

Read this twice. 2023, we launched 200 is what stayed with me.

Masli's Perspective

Article image
Edge AI IoT & embedded Linux intelligence at the edge 14 edge agents → offline-capable Explore →
IC DesignOps Repeatability, traceability & verification intelligence 21 detached services → 85% without LLM Explore →
Robotics Governed robotics at the industrial edge Perception → safety gateway → controller Explore →
SME AI Build AI capability inside your own SME 6 build tracks → in-house capability Explore →
AINNA Ecosystem

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Current topic Masli's Perspective Author profile Masli Yahaya AINNA Main ecosystem hub Agent Private autonomous agent hub NeuralOps AI automation and business systems Lead form Start a pilot discussion
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