My family and I have explored and hiked both Northern Pakistan and Northern China. Both are extreme environments, but Northern China remains the toughest we...
Today, I am building no fewer than three detached systems every day, in addition to producing around four complete pitch decks weekly, with extensive suppo...
From the newsroom
Forests are among the most valuable national assets. They regulate climate, store carbon, protect water resources, preserve biodiversity, and maintain ecol...
I was born in the 1970s and grew up during an era when industrial growth often came before environmental responsibility. One of the cities I lived in for d...
Everyone is talking about AI agents. Very few are talking about what actually determines whether an AI deployment succeeds in production. Today, with approxi...
SMART CITY: DIRECT AI VS NEURALOPSA city of 1 million people may generate approximately 8. 3 million tonnes of CO₂e annually. If smarter management of traf...
Salah satu pandangan paling popular, dan sering kali paling cetek, tentang AI ialah:“AI menggunakan terlalu banyak tenaga, air dan kuasa GPU.”Apa yang...
AI infrastructure, NeuralOps, engineering, sustainability and SME technology briefings by Masli Yahaya.
My family and I have explored and hiked both Northern Pakistan and Northern China. Both are extreme environments, but Northern China remains the toughest we...
Department
# AINNA NeuralOps™ # Malaysia’s Sovereign AI Stack — Enterprise Intelligence Priced in RinggitArtificial Intelligence is becoming a critic...
One of the biggest misconceptions in enterprise AI is the belief that hallucinations can eventually be eliminated by building larger and more powerful Larg...
Many companies are currently building their AI strategy around one assumption:Choose the most powerful Large Language Model, connect it to company data, an...
One thing many people may not know about me is that one of our family's favourite activities is hiking. Whenever work allows, my wife, children and I head f...
Most people still see AI as a tool for answering questions. I see it differently. AI is becoming an experience compressor. For decades, producing high-quality...
Department
Today was another reminder that meaningful innovation is built through consistency, not shortcuts. Our team spent the day refining multiple aspects of AINNA...
Alhamdulillah. I'm pleased to share that AINNA NeuralOps has been accepted to participate in an upcoming pitch session with Malaysia's Ministry of Science,...
Traditional Intrusion Detection Systems, or IDS, are increasingly overwhelmed by the massive volume of network activity generated by modern enterprise envi...
Imagine a hospital sending every patient straight to the operating theatre. It may work, but it is expensive, slow, and wasteful. AINNA NeuralOps applies t...
We're building NeuralOps System, our enterprise AI infrastructure platform designed around four core principles: AI Sovereignty, Security, Efficiency, and...
Department
There was a time in my career when I was directly involved in MEMS and IC design. Back then, every design iteration demanded patience, precision, and count...
We are still debating Gen Z vs Millennials. We argue about work ethic, Work From Home versus Work From Office, and which generation is more committed. Mean...
Years ago, I worked in MEMS design, where sensors and integrated circuits were combined within a single chip. One of the hardest tasks was "educating" the c...
I was watching The Matrix Reloaded, especially the scene where Neo speaks with the Oracle about programs creating programs, programs deleting programs, and...
Department
Reducing Corporate Carbon Footprint Through Responsible AI Adoption AI adoption is growing rapidly across organisations. However, the sustainability impact...
The most popular, and often the shallowest, opinion about AI is:“AI consumes too much energy, water, and GPU power.”What is even more concerning is tha...
Most organisations are adopting AI to improve productivity. But there is a challenge we rarely discuss:The more AI we use, the more computing power, energy,...
Board Meeting on ESGAll board members agreed:“We must change for a better world.”We discussed sustainability, energy efficiency, carbon reduction, resp...
One of the biggest misconceptions in AI today is that more AI automatically means a better system. It doesn't. A well-engineered platform isn't measured by h...
Department
Alhamdulillah, yesterday the AINNA team successfully completed two pitching sessions for Siri 3 / Year 2026. We presented two of our solutions: AINNA Neural...
We Didn't Build This Because We Saw the Problem. We Built It Because We Lived It. For years, we ran our business the same way many street SMEs do. Orders ca...
We are not speaking about SMEs from the outside. We are the SME. We understand what it feels like to build a business, manage daily sales, handle platform fe...
Gross Margin (%) = (Revenue – COGS) ÷ Revenue × 100This formula look simple. But for platform seller, even the meaning of revenue now becoming complica...
Many SMEs already have years of valuable financial data. The problem is that most of it remains locked inside bank statements with different layouts and fo...
Department
"I've been told AI can do everything for my business. Is that true? "I get this question quite often. My answer is always the same: Start small. After 30 yea...
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...
One weakness I've had throughout nearly 30 years of my career is writing articles. My expertise has never been limited to theory or talking about ideas. I'...
I graduated in Marine Engineering and started my career at a time when instruments and control systems were already widely used onboard ships, but most of...
For nearly 30 years, my experience has been built on actual hands-on work, not theory alone. I started in marine engineering, moved into mechanical product...
More stories
For the past few years, the AI industry has been obsessed with building smarter models, better prompts and more AI-powered applications. While this has acc...
AI agents are not as beautiful as the marketing hype. Many companies already slowing down or stopping because token, GPU, cloud and maintenance costs becom...
A few years ago, building a Product Listing Title and Description Management System at this scale would have required significant capital, a dedicated tech...
I'm still not sure what form of investment Network School is actually bringing when people talk about hundreds of millions. I hope it isn't another version...
Insya-Allah, AINNA NeuralOps is targeting its beta release before August. The next milestone is clear: Prepare the platform in time for three separate pitch...
Alhamdulillah. Yesterday, we were honoured to welcome representatives from UPEN Melaka (Melaka State Economic Planning Unit) and SIRIM Melaka to AINNA. We w...
