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Insights & Engineering Notes
Practical articles on building fast, scalable software — straight from our team.
aiAI Agents for Business: What They Can and Cannot Do
A no-hype look at what AI agents really do, where they deliver ROI, where they fail, and how to deploy them safely in your business.
aiAI Chatbots for Customer Support That Actually Help
Most support bots frustrate customers. Here is how to build an LLM chatbot that resolves real tickets, in Arabic and English, around the clock.
aiAI for Content Moderation at Scale: A Practical Guide
Manual review cannot keep up with content volume. Here is how to build AI-powered moderation that is fast, fair, and safe across Arabic and English.
aiAI-Powered Search for E-Commerce: Turn Intent Into Conversions
Keyword search loses sales on human, descriptive queries. See how AI and semantic search match intent, handle Arabic, and lift ecommerce conversion.
aiArabic NLP: Challenges and Opportunities for Product Teams
Why Arabic breaks generic NLP tools, how dialects complicate everything, and where smart teams turn that difficulty into a competitive edge.
aiAutomating Document Processing With AI: OCR, Extraction, and Real ROI
How AI and OCR turn invoices, forms, and contracts into clean data automatically, and how to roll it out in the GCC and Egypt.
aiBuilding a Recommendations Engine for Ecommerce: A Practical Guide
How recommendations engines drive conversion and retention, the core approaches, the cold-start problem, and how to build personalization that works.
aiComputer Vision Use Cases for Small Businesses
Practical computer vision use cases for SMBs, from inventory checks to visual search, plus how to start small and avoid common pitfalls.
aiControlling LLM Costs in Production: A Practical Guide
How to cut LLM costs in production without losing quality, from matching models to tasks to caching, batching, and real-time budget monitoring.