Shaoom Limited — Insights https://shaoom.ai/insights Practical engineering writing on AI adoption, data platforms, cloud cost, DevOps and security certification. en-GB Tue, 14 Jul 2026 00:00:00 GMT 1440 Why your AI pilot never reached production https://shaoom.ai/insights/ai-pilot-to-production https://shaoom.ai/insights/ai-pilot-to-production Tue, 14 Jul 2026 00:00:00 GMT AI & Automation The demo worked. The rollout stalled. Almost always it is one of four things — no evaluation set, no owner, no data access path, or no cost ceiling. Here is how we de-risk each one before writing code. Build the warehouse before you buy the model https://shaoom.ai/insights/warehouse-before-model https://shaoom.ai/insights/warehouse-before-model Wed, 24 Jun 2026 00:00:00 GMT Data & Analytics The fastest route to a working AI feature usually runs through six weeks of unglamorous data work. What we check before agreeing to an AI engagement at all. Microsoft 365 Copilot readiness: the permissions problem nobody mentions https://shaoom.ai/insights/copilot-readiness https://shaoom.ai/insights/copilot-readiness Tue, 02 Jun 2026 00:00:00 GMT Modern Workplace Copilot inherits your sharing model. If SharePoint permissions have drifted for a decade, it will happily surface that drift to everyone. A practical pre-rollout checklist. Deployment frequency is a business metric https://shaoom.ai/insights/deployment-frequency https://shaoom.ai/insights/deployment-frequency Tue, 12 May 2026 00:00:00 GMT DevOps & Platform Teams that deploy daily change their minds cheaply. Teams that deploy quarterly commit to guesses. How to move from one to the other without a platform rewrite. Cyber Essentials in a month: what actually blocks certification https://shaoom.ai/insights/cyber-essentials-in-a-month https://shaoom.ai/insights/cyber-essentials-in-a-month Tue, 21 Apr 2026 00:00:00 GMT Compliance Most failures come down to unsupported software, missing MFA on admin accounts, and default firewall rules. A realistic four-week path for a team without a security specialist. Reading a cloud bill properly — a 90-minute audit https://shaoom.ai/insights/cloud-bill-audit https://shaoom.ai/insights/cloud-bill-audit Tue, 10 Mar 2026 00:00:00 GMT Cloud & Infrastructure Idle environments, oversized instances, forgotten snapshots and egress you never modelled. The four line items that account for most avoidable cloud spend, and how to check yours today. Flutter or native in 2026? An honest decision tree https://shaoom.ai/insights/flutter-vs-native-2026 https://shaoom.ai/insights/flutter-vs-native-2026 Thu, 05 Feb 2026 00:00:00 GMT Mobile Applications Cross-platform is the right default for most business apps — and the wrong one for a few specific cases. The questions we ask before recommending either. Buy, build, or configure: a framework for the middle option https://shaoom.ai/insights/buy-vs-build https://shaoom.ai/insights/buy-vs-build Fri, 16 Jan 2026 00:00:00 GMT IT Consulting The interesting answer is rarely at either extreme. How to judge whether a configured platform beats bespoke software for your process — before you commit a budget.