Halden articles
Practical guides for the next AI decision.
Clear, usable writing for leaders and teams applying AI to real work: strategy, readiness, people, governance and implementation.
October 9, 2026 · 6 min readAI strategy in Abu Dhabi: turning broad interest into owned prioritiesAn AI strategy is not a catalogue of tools. It is a small number of business decisions that leaders, managers, and teams can own together.October 9, 2026 · 6 min readAI readiness in Dubai: a practical leadership agenda before you buy another toolFor a Dubai-based leadership team, AI readiness is less about finding a single perfect platform and more about creating the conditions for a useful, accountable first decision.October 9, 2026 · 3 min readAn AI policy for small teams: one page that people will actually readA useful AI policy is short enough to remember and specific enough to use on a Tuesday afternoon. Here is a one-page structure that works for growing teams.October 9, 2026 · 6 min readAI implementation for European teams: a practical operating model for useful changeSuccessful AI implementation is not a software rollout. It is a working operating model that connects a defined workflow, approved information, human review, capability, and a decision about scale.October 9, 2026 · 5 min readAI governance across the GCC: practical guardrails for real workGovernance earns trust when it helps people make better decisions in the workflow, not when it becomes a policy document nobody can apply.October 9, 2026 · 5 min readAI adoption across MENA: building capability without losing controlFor organisations working across MENA, useful AI adoption is a capability programme: consistent principles, role-relevant practice, and clear routes for local teams to raise questions.October 8, 2026 · 3 min readMeasuring AI ROI honestly: baselines, owners and the numbers that matterReturn on AI is not a promise made in a slide. It is a comparison between a measured starting point and what changed in a real workflow.October 8, 2026 · 3 min readClaude plugins explained: bundling skills and connectors for a roleA plugin gathers the skills, connections and shortcuts a particular role needs into one installable bundle. Here is how to decide whether your team needs one and how to keep it trustworthy.October 7, 2026 · 3 min readPrompting is a workflow skill, not a trickThe best results come from people who know their work well and can describe it clearly. Teaching that skill matters more than collecting clever phrases.October 7, 2026 · 3 min readClaude connectors: linking an assistant to your tools and data safelyConnectors let an assistant read from and act in the systems your team already uses. They make AI far more useful, and they raise the stakes for permissions.October 6, 2026 · 3 min readClaude Projects: shared context that makes a team's answers consistentA project gives an assistant standing context: your instructions, your documents and your examples. Used well, it raises quality and saves repeated explanation.October 6, 2026 · 3 min readAI in customer support: where to help, where to keep peopleSupport is one of the most natural places to use AI and one of the easiest to get wrong. The difference is deciding which moments need a person.October 5, 2026 · 3 min readWhat AI readiness means in practiceAI readiness is not a single maturity score. It is the set of conditions that allow an organization to turn responsible experimentation into reliable progress.October 5, 2026 · 3 min readHow to prepare your workforce for AI in a way that changes everyday workTraining should help people make better decisions in the work they already do. It is not a one-off lesson in a new interface.October 5, 2026 · 3 min readHow to prioritize AI use cases without chasing every new toolThe strongest AI use cases are not always the most novel. They are the ones where a real business need, a workable process, and clear ownership meet.October 5, 2026 · 3 min readA careful first week with an AI coding agentAgentic coding tools can read a repository, plan a change and edit files. A deliberate first week builds trust and avoids the common mistakes.October 5, 2026 · 3 min readHow to choose an AI pilot your organization can learn fromA useful pilot has a clear owner, a contained workflow, human review, and an honest way to decide what happens after the test.October 5, 2026 · 3 min readBusiness automation with AI: how to avoid automating confusionBefore automating a process, make sure the work is understandable enough to improve and the owner can judge the result.October 5, 2026 · 3 min readBuilding an AI champions network that outlasts the launchTraining events fade. A small group of respected colleagues who practise, share and help is what turns a launch into lasting capability.October 5, 2026 · 3 min readAI governance for growing businesses: enough structure to move safelyGovernance should help people make good decisions in the work, not become a document that sits apart from how the organization operates.October 5, 2026 · 3 min readAI for sales teams: use it to prepare better, not to sound less humanSales teams can benefit from AI when it helps them prepare, find approved context, and improve follow-up without replacing judgment or customer understanding.October 5, 2026 · 3 min readAI for marketing teams: create more useful work, not more content for its own sakeMarketing teams need a content system, brand judgment, and clear review practices before AI-assisted production can become a durable advantage.October 5, 2026 · 3 min readAI content workflows: from idea to reviewed, reusable workThe useful question is not whether AI can generate content. It is how a team can create, review, reuse, and improve material without losing context or standards.October 5, 2026 · 3 min readAI automation and workflow automation: where should a business begin?AI automation becomes useful when it improves a specific workflow rather than simply adding a new layer of activity.October 4, 2026 · 3 min readTen questions to ask an AI vendor before you signA good demo shows what a product can do. These questions show what it will do inside your organization, with your data, on an ordinary day.October 4, 2026 · 3 min readSetting up ChatGPT for a team: projects, custom instructions and connectorsGiving a team ChatGPT is easy. Making it consistent, safe and useful takes a little setup. Here is a practical checklist.October 3, 2026 · 3 min readGetting real value from Gemini in Google WorkspaceIf your team lives in Docs, Sheets and Gmail, Gemini can help where the work happens. The gains come from specific tasks and clean sharing settings.October 3, 2026 · 3 min readData readiness for AI: start with the documents you already haveMost organizations do not need a data transformation to begin. They need to know which information is reliable, who owns it and who may use it.October 2, 2026 · 3 min readA safe rollout plan for Microsoft 365 CopilotCopilot works across files, email and meetings, so a good rollout starts with permissions and a small pilot, not a company-wide switch-on.October 2, 2026 · 3 min readChange management for AI adoption: what leaders actually need to doAI changes how people work, so adoption is a change programme as much as a technology project. Leaders set the conditions, and people decide whether it sticks.October 1, 2026 · 6 min readSuno: what it is, what it is best at and the latest newsGenerate full songs with vocals from a short description.October 1, 2026 · 6 min readStability AI: what it is, what it is best at and the latest newsThe company behind Stable Diffusion, with open image, audio and video models.October 1, 2026 · 6 min readRunway: what it is, what it is best at and the latest newsAI video generation and editing tools for filmmakers and creative teams.October 1, 2026 · 6 min readQwen: what it is, what it is best at and the latest newsAlibaba's broad model family, popular for multilingual work and open-weight releases.October 1, 2026 · 6 min readPoe: what it is, what it is best at and the latest newsOne place to chat with many AI models and bots side by side.October 1, 2026 · 6 min readPerplexity: what it is, what it is best at and the latest newsAn answer engine that searches the web and cites its sources.October 1, 2026 · 6 min readOllama: what it is, what it is best at and the latest newsThe simplest way to run open models on your own computer or server.October 1, 2026 · 6 min readNotion AI: what it is, what it is best at and the latest newsAI agents and answers that work across your team's own workspace.October 1, 2026 · 6 min readMistral Le Chat: what it is, what it is best at and the latest newsA European assistant and model family with a strong open-weight and sovereignty story.October 1, 2026 · 6 min readMiniMax: what it is, what it is best at and the latest newsA multimodal lab spanning text, speech, music and video models.October 1, 2026 · 6 min readMidjourney: what it is, what it is best at and the latest newsA leading image generator prized for striking, artistic results.October 1, 2026 · 6 min readMicrosoft Copilot: what it is, what it is best at and the latest newsThe assistant built into Microsoft 365, Windows and Teams for everyday office work.October 1, 2026 · 6 min readMeta AI: what it is, what it is best at and the latest newsMeta's assistant across WhatsApp, Instagram and Facebook, and the home of the Llama models.October 1, 2026 · 6 min readManus AI: what it is, what it is best at and the latest newsA general AI agent that plans and carries out multi-step tasks on your behalf.October 1, 2026 · 6 min readKimi: what it is, what it is best at and the latest newsA long-context assistant from Moonshot AI, popular for reading and summarising big documents.October 1, 2026 · 6 min readHugging Face: what it is, what it is best at and the latest newsThe hub where the open AI community shares models, datasets and demos.October 1, 2026 · 6 min readGrok: what it is, what it is best at and the latest newsA fast reasoning assistant with live access to conversations on X.October 1, 2026 · 6 min readGLM (Z.ai): what it is, what it is best at and the latest newsZ.ai's open-weight GLM models, focused on long-horizon coding and agents.October 1, 2026 · 6 min readGitHub Copilot: what it is, what it is best at and the latest newsThe AI pair programmer built into editors, the command line and GitHub itself.October 1, 2026 · 6 min readGemini: what it is, what it is best at and the latest newsGoogle's multimodal assistant, strongest where your work already lives in Google Workspace.October 1, 2026 · 6 min readElevenLabs: what it is, what it is best at and the latest newsRealistic text-to-speech, voice agents and transcription in many languages.October 1, 2026 · 6 min readDeepSeek: what it is, what it is best at and the latest newsA Chinese lab known for strong reasoning and coding models at low prices, with open weights.October 1, 2026 · 6 min readCursor: what it is, what it is best at and the latest newsAn AI-first code editor built around agents that change your project for you.October 1, 2026 · 6 min readCohere: what it is, what it is best at and the latest newsEnterprise-focused language models built for search, retrieval and private deployment.October 1, 2026 · 6 min readClaude: what it is, what it is best at and the latest newsA careful, long-context assistant favoured for writing, analysis and agentic coding.October 1, 2026 · 6 min readChatGPT: what it is, what it is best at and the latest newsThe most widely used general-purpose AI assistant, from drafting to data work to coding.October 1, 2026 · 3 min readResearch workflows with Perplexity: fast, cited and checkedAn answer engine speeds up the first pass of research. Here is a workflow that keeps the speed and protects the accuracy.September 30, 2026 · 3 min readSetting up your first Notion AI agentA workspace agent can summarise, draft and update pages on a schedule. Start with a narrow job and clear boundaries.September 29, 2026 · 3 min readA review discipline for AI-written code (Cursor, GitHub Copilot and others)AI makes it cheap to produce code, so review and testing become the bottleneck and the safeguard. Here is a lightweight discipline that scales.September 28, 2026 · 3 min readRunning open models privately: a practical starter with OllamaWhen information cannot leave your machines, open models can run locally. Here is how to start without a big infrastructure project.September 27, 2026 · 3 min readChoosing an open-weight model: DeepSeek, Qwen, Mistral and GLM comparedOpen-weight models let you host your own AI. Choosing between them is about licence, language, size, support and the evidence on your own tasks.September 26, 2026 · 3 min readSupervising an autonomous agent: lessons from tools like ManusAgents that plan and act across many steps can save hours. They also need clear goals, limited access and review at the right moments.September 25, 2026 · 3 min readAI for coding: from autocomplete to agentsCoding assistance now spans autocomplete, chat, review and autonomous agents. Knowing which to use when avoids wasted effort and avoidable risk.September 24, 2026 · 3 min readAI for finance teams: close, forecast and explainFinance work is full of repeatable analysis and narrative. AI can accelerate both, as long as accuracy and accountability stay with people.September 23, 2026 · 3 min readAI for data analysis: a safe workflow from file to findingAssistants can clean data, chart it and write the story. A simple workflow keeps the speed and protects against confident mistakes.September 22, 2026 · 3 min readAI for documentation: keeping knowledge current and findableDocumentation decays quickly. AI can draft, summarise and reorganise, but only if someone owns accuracy.September 21, 2026 · 3 min readAI for HR and people teams: useful, fair and carefulPeople work involves sensitive information and decisions about individuals. AI can help with drafting and analysis, with firm boundaries.September 20, 2026 · 3 min readAI for contract and legal review: speed with supervisionAI can speed up the first read of a contract. Legal judgment, confidentiality and verification remain with qualified people.September 19, 2026 · 3 min readAI for customer success: preparation, follow-up and insightCustomer teams spend time preparing for calls and writing follow-ups. AI can lighten both while the relationship stays human.September 18, 2026 · 3 min readAI for operations and project managementStatus reports, risk logs and meeting actions consume hours. AI can draft them, leaving managers to decide.September 17, 2026 · 3 min readAI for meeting notes and knowledge managementMeeting summaries are often the first AI win. Handled well, they also become a searchable record of decisions.September 16, 2026 · 3 min readHow to choose an AI assistant for your teamWith dozens of assistants available, the right choice is the one that fits your work, your information rules and your people. A structured trial beats a feature chart.
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