https://getaimena.com/blog/ Governance. Enablement. Transformation. en https://getaimena.com/blog/ai-adoption-metrics/https://getaimena.com/blog/ai-adoption-metrics/Mon, 02 Nov 2026 09:00:00 +0000Which usage and outcome measures show that AI licences changed real work, which vendor numbers mislead, and a one-page dashboard with a decision rule per tile. https://getaimena.com/blog/rag-vs-fine-tuning/https://getaimena.com/blog/rag-vs-fine-tuning/Mon, 02 Nov 2026 09:00:00 +0000Retrieval changes what a model can see; fine-tuning changes how it behaves. A comparison of cost, updates, citations and upkeep, with a decision table and a prompt test to run first. https://getaimena.com/blog/is-chatgpt-safe-for-business-data/https://getaimena.com/blog/is-chatgpt-safe-for-business-data/Sun, 01 Nov 2026 09:00:00 +0000Personal and business ChatGPT plans handle your data differently. What changes on training, retention, admin access and location, plus a one-page rule for what staff may paste. https://getaimena.com/blog/ai-regulations-in-the-middle-east/https://getaimena.com/blog/ai-regulations-in-the-middle-east/Sun, 01 Nov 2026 09:00:00 +0000Which AI rules bind in Saudi Arabia, the UAE, Jordan, Qatar and Egypt as of October 2026, which only guide, and a monthly routine to track what changes next. https://getaimena.com/blog/fractional-cto/https://getaimena.com/blog/fractional-cto/Sat, 31 Oct 2026 09:00:00 +0000When does a business need a fractional CTO instead of a full-time hire? Our answer, a 90-day plan of what they own, and the measures that show whether it works. https://getaimena.com/blog/arabic-ocr/https://getaimena.com/blog/arabic-ocr/Sat, 31 Oct 2026 09:00:00 +0000Arabic OCR can work on scanned forms and invoices, but only after you test it on your own documents, field by field. What breaks, how to score accuracy, and where a person should check. https://getaimena.com/blog/ai-risk-register/https://getaimena.com/blog/ai-risk-register/Fri, 30 Oct 2026 09:00:00 +0000A working AI risk register has one row per AI use, a named owner per risk and a review date people keep. Here are 14 columns, three roles, a review rhythm and a sample row. https://getaimena.com/blog/n8n-vs-zapier-vs-make/https://getaimena.com/blog/n8n-vs-zapier-vs-make/Fri, 30 Oct 2026 09:00:00 +0000A neutral comparison of n8n, Zapier and Make on hosting, where data is stored, how each one bills, and their AI agent features, with a table of who each tool fits. https://getaimena.com/blog/prompt-writing-for-business-users/https://getaimena.com/blog/prompt-writing-for-business-users/Thu, 29 Oct 2026 09:00:00 +0000How staff write AI prompts for real work: the context to give, examples to show, checks to run, a template to copy and a shared role prompt library. https://getaimena.com/blog/ai-voice-agent-for-call-centres/https://getaimena.com/blog/ai-voice-agent-for-call-centres/Thu, 29 Oct 2026 09:00:00 +0000How to launch an Arabic AI voice agent on the phone: which calls to start with, testing dialects, cutting delay, handing over to people and the recording rules in Jordan, Saudi Arabia and the UAE. https://getaimena.com/blog/claude-for-enterprise-rollout/https://getaimena.com/blog/claude-for-enterprise-rollout/Wed, 28 Oct 2026 09:00:00 +0000A step-by-step Claude Enterprise rollout: identity and SCIM first, retention and training settings next, shared projects before connectors, then two or three reviewed workflows. https://getaimena.com/blog/saudi-pdpl-and-ai-tools/https://getaimena.com/blog/saudi-pdpl-and-ai-tools/Wed, 28 Oct 2026 09:00:00 +0000What the Saudi PDPL means when staff paste data into AI tools and when AI vendors serve Saudi clients: lawful basis, transfers abroad, the DPO and the 2026 draft changes. https://getaimena.com/blog/ai-innovation-workshop/https://getaimena.com/blog/ai-innovation-workshop/Tue, 27 Oct 2026 09:00:00 +0000How to run an AI innovation workshop that ends in ranked pilot candidates: who to invite, a three-day agenda, a scoring table and a one-page pilot card. https://getaimena.com/blog/legacy-system-modernisation-with-ai/https://getaimena.com/blog/legacy-system-modernisation-with-ai/Tue, 27 Oct 2026 09:00:00 +0000Old spreadsheets and databases do not always need a rewrite in one go. A decision table for when to keep, wrap or rebuild them, and where AI helps first. https://getaimena.com/blog/sop-to-agent-skills/https://getaimena.com/blog/sop-to-agent-skills/Mon, 26 Oct 2026 09:00:00 +0000Staff procedures rely on judgement an agent does not have. How to rewrite one as a skill, with a worked supplier-invoice example and test questions that keep it working. https://getaimena.com/blog/ai-impact-assessment-iso-42005/https://getaimena.com/blog/ai-impact-assessment-iso-42005/Mon, 26 Oct 2026 09:00:00 +0000An AI impact assessment should end in go, change or stop. Here is a copyable nine-part template, five screening questions, and a rule for who should sign. https://getaimena.com/blog/ai-champions-program/https://getaimena.com/blog/ai-champions-program/Sun, 25 Oct 2026 09:00:00 +0000Champions keep AI in daily work after training ends, if you pick them for coverage and credibility and give them time. A scorecard, an 8-week plan and what to measure. https://getaimena.com/blog/arabic-rag-knowledge-assistant/https://getaimena.com/blog/arabic-rag-knowledge-assistant/Sun, 25 Oct 2026 09:00:00 +0000A step-by-step guide to Arabic RAG: OCR checks, spelling normalisation, chunking, hybrid search, cited answers, refusals and dialect tests, plus when not to build one. https://getaimena.com/blog/llm-monitoring-in-production/https://getaimena.com/blog/llm-monitoring-in-production/Sat, 24 Oct 2026 09:00:00 +0000Six signals to watch once an AI assistant or agent is live, who owns each alert, how to move to a new model before the old one is retired, and what to do in the first hour of an incident. https://getaimena.com/blog/measuring-ai-roi/https://getaimena.com/blog/measuring-ai-roi/Sat, 24 Oct 2026 09:00:00 +0000Hours saved are not value until they are redeployed. A copyable worksheet with illustrative numbers in Jordanian dinars, from baseline to payback. https://getaimena.com/blog/ai-governance-training-risk-legal-audit/https://getaimena.com/blog/ai-governance-training-risk-legal-audit/Fri, 23 Oct 2026 09:00:00 +0000A practitioner curriculum for risk, legal, compliance and audit teams: six modules, case exercises set in KSA, UAE and Jordan, and an honest way to assess. https://getaimena.com/blog/generative-ai-security-risks/https://getaimena.com/blog/generative-ai-security-risks/Fri, 23 Oct 2026 09:00:00 +0000What changes when assistants and agents read your email and files: six generative AI security risks, the control that reduces each one, and who should own it. https://getaimena.com/blog/ai-workflow-automation-choosing-workflows/https://getaimena.com/blog/ai-workflow-automation-choosing-workflows/Thu, 22 Oct 2026 09:00:00 +0000A decision guide with a scoring table: which workflows to automate first, where human checkpoints belong, and how the automation should connect to your CRM and ERP. https://getaimena.com/blog/first-100-days-after-acquisition-ai/https://getaimena.com/blog/first-100-days-after-acquisition-ai/Thu, 22 Oct 2026 09:00:00 +0000A 100-day plan for the new owner of a software or AI-using business: who secures access, data rights and model contracts first, what to stabilise, and when to improve with AI. https://getaimena.com/blog/arabic-ai-chatbot-customer-service/https://getaimena.com/blog/arabic-ai-chatbot-customer-service/Wed, 21 Oct 2026 09:00:00 +0000How to build an Arabic AI chatbot for customer service on WhatsApp and the web: handle dialects, hand over to people, and measure resolution, not just containment. https://getaimena.com/blog/ai-centre-of-excellence-operating-models/https://getaimena.com/blog/ai-centre-of-excellence-operating-models/Wed, 21 Oct 2026 09:00:00 +0000Three ways to run an AI centre of excellence compared on decision rights, speed, cost, skills and risk, with the model we recommend for a ministry, a bank and a family group. https://getaimena.com/blog/ai-proof-of-concept-kill-criteria/https://getaimena.com/blog/ai-proof-of-concept-kill-criteria/Wed, 21 Oct 2026 09:00:00 +0000A one-page AI proof of concept charter to copy: hypothesis, success and kill criteria locked before work starts, data allowed, time box, decision owner and go/no-go date. https://getaimena.com/blog/ai-briefing-for-boards/https://getaimena.com/blog/ai-briefing-for-boards/Tue, 20 Oct 2026 09:00:00 +0000An AI briefing for boards should end in decisions. Six decisions for directors, a table of evidence to request and a 90-minute agenda you can use at your next meeting. https://getaimena.com/blog/fractional-chief-ai-officer/https://getaimena.com/blog/fractional-chief-ai-officer/Tue, 20 Oct 2026 09:00:00 +0000Should you hire a full-time chief AI officer, form a committee or bring in a fractional one? Our decision guide, with a six-month scorecard. https://getaimena.com/blog/ai-coding-assistants-engineering-teams/https://getaimena.com/blog/ai-coding-assistants-engineering-teams/Tue, 20 Oct 2026 09:00:00 +0000A five-step rollout for Claude Code, Cursor, Copilot or Codex: shared conventions, permissions in configuration, review gates, secrets handling and delivery metrics.