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Notes from the work.
Field notes, guides and a closer look at AI news, written by the people who build and run AI agents.
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Integration-first AI architecture: fix the workflow before choosing the model
Most AI pilots fail because the model is selected before the enterprise integration surfaces are mapped. Start with identity, approvals, compliance, latency, data contracts, and handoffs, then select the model that fits.
AI Architecture · 26 July 2026 · 7 min read
- AI Engineering · 13 July 2026 · 7 min readDesigning RAG evals that catch bad answers before users doA practical guide to building retrieval, grading, freshness, hallucination, and escalation tests for enterprise RAG systems before they reach production users.Read the article
- Company News · 18 February 2025 · 1 min readDiaa Samhouri explores AI's role in business transformationDiaa Samhouri, Founder & CEO of Devorise AI, led an interactive session at the Amman Chamber of Commerce on how AI supports innovation, simplifies operations and is changing how industries work.Read the article
- Company News · 21 January 2025 · 1 min readDiaa Samhouri highlights AI innovation at the Rakha Businessmen AssociationDiaa Samhouri, Founder & CEO of Devorise AI, joined the Rakha Businessmen Association session on AI, exchanging views with industry leaders on predictive analytics, machine learning and real-world applications.Read the article