Top 7 Reasons Why Using AI Isn't Getting Your Startup to Fly
To avoid mentioning any real stories from the 30 startups I evaluated in 2025, I'll create a metaphoric story.
Hamada had a good weekend.
On Friday night, the idea was still a scribble: "An AI assistant for [industry] that writes c...
Build Smarter: The AI Product & Pricing Strategy Guide for 2025
If you’re building a new AI product in 2025, having a breakthrough model is only half the game. What separates startups that scale from those that stall is clarity on
who you're selling to
and
how you're pricing what you've bu...
AI Winter is coming? The Inevitable Tech Cycle: From IoT and Blockchain to AI
As we approach 2026, the AI industry faces challenges reminiscent of past technological cycles. While major players invest heavily in AI, some startups may struggle to sustain operations, leading to potential market cons...
Everyone Is Doing AI. But Not Everyone Is Making Money. Here’s Why — And How an Expert Can Fix It.
In 2025, it feels like every startup is racing to add "AI-powered" to their tagline.
AI chatbots, AI assistants, AI productivity tools — everywhere you look.
But here's the brutal truth:
Buildi...
Understanding the Expected Ratio Between Revenue and Number of Employees in Startups
When evaluating the efficiency of a startup,
revenue per employee (RPE)
is an essential metric. It measures how much revenue each team member generates, providing insight into how efficiently a company scales...
The Rise of Diffusion Large Language Models (dLLMs) – A Paradigm Shift in AI?
The field of artificial intelligence is evolving rapidly, with new breakthroughs challenging the traditional methods of language model training and generation. For years, auto-regressive Large Language Models (LLMs)—such...
يتيم الوطن
أرغب في كتابة فكرة ظللت أفكر فيها لفترة طويلة... مسألة الوطنية والانتماء، كيف تتشكل؟ فمن المؤكد أنها ليست صفة نولد بها، بل شيء مكتسب، لكن كيف يحدث ذلك؟
هناك شيء يشغلني ولا أجد له تفسيرًا واضحًا...
قضيت أول 17 عامًا من حياتي في السعودية، ثم عشت في مصر حوالي 15 عامًا، والآن أعيش في ما...
MD, The Resilienur.
I'm Mahmoud Darweash, a technologist and entrepreneur with a passion for building scalable, real-world AI and IoT solutions. With over 19 years of hands-on experience, I’ve worn many hats—engineer, founder, CTO, mentor, and global team leader.
From launching startups across...
How LLM is Related to Blockchain and IoT? What can we learn?
Greetings, tech lovers! I'm plunging into the exhilarating realm of technology disruptions, armed with my expertise to guide technology and products through the stormy aftermath of market shake-ups. Picture a universe where technology di...
Launch for Consumers, Land in the Enterprise
As generative AI begins to break into the mainstream, one thing is already clear: the next great wave of AI adoption won’t be driven by corporations—it’ll be driven by individuals. The consumer market is moving faster, growing broader, and capturing mor...