We Didn't Stop at Peruncitan. At AINNA, We're Building the NeuralOps Infrastruktur AI Stack.✎ Edit

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We Didn't Stop at Peruncitan. At AINNA, We're Building the NeuralOps Infrastruktur AI Stack.
In 2019, AINNA shipped an in-house e-commerce platform to orchestrate more than 80,000 dropship SKUs. That system was our first real lesson in inventory pipelines, data consistency, and operational scale.

By 2022, we hardened the stack around 4,000 ready-stock SKUs, tightening control over inventory state, fulfillment workflows, and the end-to-end customer experience.

In 2023, we rolled out 200+ own-brand SKUs and integrated LLM-based content generation and marketing-automation workflows into the pipeline, improving throughput and cutting manual cycles.

By 2025, the engineering scope had moved beyond retail into production-grade AI systems: Ejen AI, Multi-Agent Seni Bina, Sistem Berasingan, and Smart Routing for distributed decisioning.

Today, in 2026, we are running the NeuralOps Infrastruktur AI Proof of Concept (POC)-an internal platform layer designed to deliver practical, scalable, and resource-efficient AI for both enterprises and PKS.

Over that timeline, AINNA has generated RM15 million in jumlah revenue and contributed RM325,000 in tax and zakat.

Our build philosophy is straightforward:
We build what we run.

Every component we release is first deployed against our own operational data and workflows. We solve real production problems before we productize the solution for other PKS and enterprises.

The best AI infrastructure is not prototyped in isolation; it is validated against live business load.

Dari Operasi Runcit ke Infrastruktur AI. Ini Hanyalah Permulaan.

#AINNA #NeuralOps #ArtificialIntelligence #AIInfrastructure #EnterpriseAI #PKS #DigitalTransformation #Inovasi #Keusahawanan #Automasi

Artificial Intelligence

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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 →
AINNA Ecosystem

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Every article page should end with a clear path into the wider AINNA, Agent, and NeuralOps ecosystem.

Current topic Artificial Intelligence Author profile TC 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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Linux is the core path, Windows is supported, and Android / Termux works as the companion layer.

Linux / macOS curl -fsSL https://ainna.bond/install | bash
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