https://hyperion-ai.com/blog Notes from Hyperion AI on getting AI past the demo and into production. en Tue, 04 Aug 2026 09:00:00 GMT https://hyperion-ai.com/blog/eu-ai-act-transparency-product-requirement https://hyperion-ai.com/blog/eu-ai-act-transparency-product-requirement Tue, 04 Aug 2026 09:00:00 GMT Mohamed Rashad The EU's AI transparency rules now apply. Here is what product and engineering teams need to change in interfaces, content pipelines and provenance. https://hyperion-ai.com/blog/ai-agents-need-identities https://hyperion-ai.com/blog/ai-agents-need-identities Mon, 03 Aug 2026 09:00:00 GMT Mohamed Rashad As AI agents gain access to tools and data, identity becomes the real security boundary. A practical design for least privilege, delegation, approvals and audit. https://hyperion-ai.com/blog/managing-work-as-agent-queue https://hyperion-ai.com/blog/managing-work-as-agent-queue Sun, 02 Aug 2026 09:00:00 GMT Mohamed Rashad Long-running AI agents change the unit of knowledge work from a conversation to a delegated outcome. That changes planning, review and the metrics that matter. https://hyperion-ai.com/blog/ai-cost-per-accepted-outcome https://hyperion-ai.com/blog/ai-cost-per-accepted-outcome Sat, 01 Aug 2026 09:00:00 GMT Mohamed Rashad Cheap tokens do not guarantee cheap work. Measure AI by the full cost of an accepted outcome, then route each task to the cheapest system that completes it reliably. https://hyperion-ai.com/blog/on-premises-ai-deployment https://hyperion-ai.com/blog/on-premises-ai-deployment Mon, 30 Mar 2026 09:00:00 GMT Mohamed Rashad Government, legal, medical, and industrial clients require AI on their own infrastructure. Here's what on-premises AI deployment actually involves. https://hyperion-ai.com/blog/ai-penetration-testing-guide https://hyperion-ai.com/blog/ai-penetration-testing-guide Tue, 24 Mar 2026 09:00:00 GMT Mohamed Rashad AI-specific vulnerabilities like prompt injection, data poisoning, and model extraction — what they look like in practice and how to defend against them. https://hyperion-ai.com/blog/hidden-costs-of-ai-projects https://hyperion-ai.com/blog/hidden-costs-of-ai-projects Wed, 18 Mar 2026 09:00:00 GMT Mohamed Rashad Every AI project budget underestimates the real costs. Here's where the money actually goes — and how to build a budget that holds. https://hyperion-ai.com/blog/multi-agent-systems-architecture https://hyperion-ai.com/blog/multi-agent-systems-architecture Thu, 12 Mar 2026 09:00:00 GMT Mohamed Rashad Complex AI workflows need multiple agents with defined roles, handoffs, and failure modes. Here are the multi-agent architecture patterns that work in production. https://hyperion-ai.com/blog/ai-readiness-audit-framework https://hyperion-ai.com/blog/ai-readiness-audit-framework Thu, 05 Mar 2026 09:00:00 GMT Mohamed Rashad Before investing in AI, know where you stand. Here's the framework for assessing AI readiness and building a realistic implementation roadmap. https://hyperion-ai.com/blog/generative-engine-optimization-guide https://hyperion-ai.com/blog/generative-engine-optimization-guide Thu, 26 Feb 2026 09:00:00 GMT Mohamed Rashad Search engines are no longer the only path to discovery. Here's how to optimize your online presence for ChatGPT, Perplexity, Claude, and Gemini. https://hyperion-ai.com/blog/computer-vision-edge-deployment https://hyperion-ai.com/blog/computer-vision-edge-deployment Thu, 19 Feb 2026 09:00:00 GMT Mohamed Rashad Cloud inference is expensive, slow, and dependent on connectivity. Here's how we deploy computer vision models on edge devices for real-world applications. https://hyperion-ai.com/blog/fractional-cto-playbook-ai-startups https://hyperion-ai.com/blog/fractional-cto-playbook-ai-startups Thu, 12 Feb 2026 09:00:00 GMT Mohamed Rashad What a fractional CTO does in an AI startup's first year — the decisions that matter, the mistakes to avoid, and milestones that unlock investment. https://hyperion-ai.com/blog/structured-generation-vs-prompt-engineering https://hyperion-ai.com/blog/structured-generation-vs-prompt-engineering Thu, 05 Feb 2026 09:00:00 GMT Mohamed Rashad Prompt engineering gets the press, but structured generation is what makes AI reliable in production. Here's when to use each approach. https://hyperion-ai.com/blog/why-ai-poc-fails-in-production https://hyperion-ai.com/blog/why-ai-poc-fails-in-production Wed, 28 Jan 2026 09:00:00 GMT Mohamed Rashad 90% of AI proof-of-concepts never reach production. Here are the real reasons why — and what to do about them before you start building. https://hyperion-ai.com/blog/building-production-rag-systems https://hyperion-ai.com/blog/building-production-rag-systems Tue, 20 Jan 2026 09:00:00 GMT Mohamed Rashad Most RAG demos look great until they hit real data. Here's what actually breaks in production and how to engineer around it.