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# Mohammed Shehu, PhD

AI strategist

## Sitemaps

- [XML Sitemap](https://mohammedshehu.com/sitemap.xml): Contains all public & indexable URLs for this website.

## Posts

- [What Is Jev? A Practical Guide to Typesafe AI's Decision Model](https://mohammedshehu.com/jev-typesafe-ai/) - Learn how TypeSafe Jev works, how to use it in Python, and how its structured AI decisions could support real-world use cases.
- [ChatGPT Ads: Everything You Need to Know (Step-By-Step Guide)](https://mohammedshehu.com/chatgpt-ads-guide/) - How ChatGPT ads work: A screen-by-screen guide to ChatGPT Ads Manager covering costs, campaign targeting, conversion tracking, and custom audiences
- [How to Make a WordPress Site Agent-Ready: A Build Log](https://mohammedshehu.com/wordpress-agent-readiness/) - How I made a WordPress site readable to AI agents: markdown negotiation, content signals, well-known endpoints, and the firewall traps along the way.
- [Biosensor: Convert Cyclic Voltammetry Data to CSV in Python (Free, Open-Source Parser for CH Instruments, Autolab, PalmSens)](https://mohammedshehu.com/biosensor-convert-cyclic-voltammetry-data-csv-python/) - No shared file format exists for cyclic voltammetry. Convert any potentiostat export to CSV in Python with one open-source parser, then verify it.
- [How to Bring AI into Engineering: 82 Lessons From Software Engineering Leaders](https://mohammedshehu.com/ai-in-software-engineering/) - AI made code cheap. Specs, review, QA, and accountability didn't follow. 82 lessons from a community of 12,500+ engineering leaders.
- [Agentic AI in Healthcare: Everything You Need to Know](https://mohammedshehu.com/agentic-ai-healthcare/) - A practitioner's guide to agentic AI in healthcare: use cases, examples, market data, FDA and EU rules, and the four questions to ask before adoption.
- [What Is TraceAct? Zero-Dependency Agentic Observability SDK for Python](https://mohammedshehu.com/traceact-observability-sdk-python/) - TraceAct is an open-source Python SDK for agentic observability: action-level tracing for AI agents, jobs, and web apps, with a built-in live trace viewer.
- [TraceAct: Just Ask The Computer What Happened](https://mohammedshehu.com/traceact-just-ask-the-computer/) - The computer experiences every function, branch, and retry. We throw almost all of that away and spend hours guessing from the crumbs.
- [The Clueless Prince: Statecraft for New Developers](https://mohammedshehu.com/prince/) - AI turned developers into clueless princes governing code they didn't write. On statecraft, rot, and why hiring hasn't caught up.
- [We're Now in the AIDE Era](https://mohammedshehu.com/aide/) - The next development environment won't revolve around code editors. It'll revolve around context, coordination and AI agents.
- [Why Do You Need Creators To Suffer?](https://mohammedshehu.com/creators-suffer/) - We celebrate the starving artist and distrust the efficient one. But if suffering is the standard, quality never was.
- [Unicorns Shouldn't Exist](https://mohammedshehu.com/unicorns/) - Companies keep fusing multiple roles into one and pricing it below market for the cheapest component. Everybody loses.
- [The Whole Premise Of Checking For Human Writing Is Daft](https://mohammedshehu.com/checking-for-human-writing-is-daft/) - Authorship lives in ideas, judgment, and responsibility, not in whether every word was typed by hand.
- [Stop Chasing Likes. Aim For This Instead.](https://mohammedshehu.com/chasing-likes/) - Your goal is to get people contacting you to learn more about your services, not to get a hundred likes. Here's what to really watch for.
- [The OS Context Broker: The Next Big Thing in AI?](https://mohammedshehu.com/os-context-broker-ai-models/) - Every AI tool keeps a partial copy of you. Moving context to the OS would end the duplication, if injection and self-preference can be handled.
- [The Complete Agentic Commerce Glossary: 110+ Key Terms You Need to Know](https://mohammedshehu.com/agentic-commerce-glossary/) - 110+ agentic commerce terms explained in plain English: ACP, UCP, MCP, AP2, ACO, agentic payments, product feeds, agent mandates, and merchant readiness.
- [Important Stuff You Should Probably Know About AgentOps](https://mohammedshehu.com/agentops/) - AgentOps: the registry, observability, evaluation, governance, and cost layers that keep production AI agents reliable and accountable.
- [AI for Banking Infrastructure Engineers: A New Workflow Case Study](https://mohammedshehu.com/ai-banking-infrastructure-engineer-workflow-audit-case-study/) - How IT infrastructure engineers in banking use AI: research, deployment planning, and source-checked troubleshooting inside on-prem constraints.
- [Why I Think B2B Procurement Will Break Agentic Commerce](https://mohammedshehu.com/b2b-agentic-procurement-ai-commerce/) - B2B agentic procurement sounds simple in a demo, but contracts, approval chains, and pricing opacity make it harder. Here's what procurement teams should do now.
- [The Best AI Speakers in the UK: Top Experts You Need to Know in 2026](https://mohammedshehu.com/ai-speakers-uk/) - A topic-by-topic guide to the best AI speakers in the UK, from agentic AI and workflows to deepfakes, governance, and copyright.
- [Postmortem: How I Built an Agentic Voiceover Processing Workflow Prototype With Python & n8n](https://mohammedshehu.com/agentic-voiceover-demo-postmortem/) - How I built an agentic voiceover workflow prototype using FastAPI, Streamlit, and n8n to automate audio processing, transcription, and QC reporting.
- [Agentic Commerce Pt. 4: How to Enable Safe Judgement](https://mohammedshehu.com/agentic-commerce-pt-4-judgement/) - Rules can't cover every purchase. Judgment is how an AI shopping agent decides the cases you didn't plan for—and a seller can steer that decision.
- [Thanksgiving](https://mohammedshehu.com/thanksgiving/) - As the world celebrates Thanksgiving this year, here's a short list of things I'm grateful for in life.
- [Claude Tag Really Wants to Be Indispensable](https://mohammedshehu.com/claude-tag/) - What @Claude Tag means for enterprise lock-in and pricing, plus the Salesforce and Microsoft agents already inside Slack and Teams.
- [Why I Built a Free WordPress Snippet Manager Plugin](https://mohammedshehu.com/sm-snippets-postmortem/) - The product thinking behind how a downgraded plugin pushed me to build SM Snippets: a free, private, local WordPress snippet manager.
- [Agentic Commerce Statistics: New 2026 Benchmarks & Market Data](https://mohammedshehu.com/agentic-commerce-statistics/) - Agentic commerce statistics and benchmarks from McKinsey, Gartner, Adobe, Salesforce, and more, covering AI shopping agent market size, adoption, reliability, and the law.
- [We Need to Talk About Tax in Agentic Commerce](https://mohammedshehu.com/agentic-commerce-tax/) - Who accounts for the tax when an AI shopping agent buys for you? Inside attribution, stacked instruments, cross-border VAT, and the agentic commerce levy.
- [Agentic Commerce Pt. 2: How to Get Ready for AI Shopping Agents (Infrastructure)](https://mohammedshehu.com/agentic-commerce-pt-2-infrastructure/) - Agent shopping needs machine-readable stores and new payment rails. Inside Layer 2 of agentic commerce: MCP, ACP, UCP, AP2, and merchant readiness.
- [Agentic Commerce Pt. 7: The Most Important Thing Is Governance](https://mohammedshehu.com/agentic-commerce-pt-7-governance/) - An AI agent shops with your money, but whose rules does it follow? Inside the defaults, ranking functions, and conflicts behind agentic commerce governance.
- [Agentic Commerce Pt. 6: Who Pays When AI Gets It Wrong? (Liability)](https://mohammedshehu.com/agentic-commerce-pt-6-liability/) - When an AI agent buys the wrong thing, who pays? Inside chargebacks, Section 75, the CMA, AB 316, AI insurance, and the new dispute protocols.
- [Agentic Commerce Pt. 5: Prove Your Identity Right Now (Authority)](https://mohammedshehu.com/agentic-commerce-pt-5-authority/) - Agentic commerce needs more than spend limits. Every agent must prove who it is, who sent it, what it can do, and which human, account, card, and rules bind the transaction.
- [Agentic Commerce Pt. 3: How to Tell Your AI Agent What to Buy (Preferences)](https://mohammedshehu.com/agentic-commerce-pt-3-preferences/) - An AI agent can reach checkout, but what goes in the basket? Layer 3 of agentic commerce: rules files, budgets, brand preferences, and substitution logic.
- [Agentic Commerce Pt. 1: What AI Shopping Agents Can Buy Right Now (Execution)](https://mohammedshehu.com/agentic-commerce-pt-1-execution/) - AI shopping agents can now buy groceries, laptops, and more. Here's a look at what works today, why the demos impress, and where execution still breaks.
- [The Website Agent Readiness Checklist: 5 Easy Tweaks to Make](https://mohammedshehu.com/website-agent-readiness-checklist/) - AI agents are a growing share of web visitors. Use this website agent readiness checklist, plus a free plugin, to make your site readable to them.
- [Markdown Negotiation: How to Reduce Your Website's Token Tax](https://mohammedshehu.com/markdown-negotiation/) - AI agents pay a token tax when your site serves an HTML response. Here's how markdown negotiation works and how to enable it on WordPress in one step.
- [How to Build a Reliable AI Workflow in n8n: Research Claim Checker Case Study](https://mohammedshehu.com/n8n-ai-workflow-claim-checker-case-study-postmortem/) - Lessons from building an n8n AI claim checker: structured outputs, edge cases, source context, and testing reliable AI workflows
- [How to Start With AI in 30 Days: A Weekly Plan for Small Businesses](https://mohammedshehu.com/first-30-days-ai/) - Most small businesses still don't use AI. This 30-day, four-week plan shows owners how to start with one task and one tool, then scale.
- [AI Errors in Policing: How to Contain the Damage](https://mohammedshehu.com/ai-policing/) - From fabricated evidence to biased facial recognition, here's what AI hallucination costs law enforcement, and how police forces can use AI safely.
- [AI Recommendation Poisoning: How to Defend Against Hidden Threats](https://mohammedshehu.com/ai-recommendation-poisoning/) - AI recommendation poisoning hides instructions in buttons, blog copy, and product pages to bias what your AI recommends. How it works, why it sucks, and how to defend against it.
- [How to Integrate AI With Human Intelligence Work (HUMINT)](https://mohammedshehu.com/ai-humint/) - AI isn't replacing human intelligence officers. It's corroding the trust HUMINT depends on, across the EU, China, Africa, and the US, and raising the premium on human judgment.
- [Agentic AI Failure Modes: How to Secure Autonomous AI Agents](https://mohammedshehu.com/agentic-ai-failure-modes/) - What breaks when AI agents act on their own? A field guide to agentic AI failure modes and the design habits that stop silent failures.
- [What is a Content Workflow? A Simple Explanation](https://mohammedshehu.com/content-workflow/) - A content workflow is the repeatable process a piece of content moves through, from idea to publish. Here are the stages, roles, and how to build one.
- [Candidates Really Hate AI in the Screening and Recruitment Process](https://mohammedshehu.com/ai-candidate-screening-recruitment/) - Is it fair to use AI in candidate screening? Peer-reviewed studies, candidate backlash, and enforcement challenges suggest otherwise.
- [Is Synthetic Data a Reliable Substitute for Market Research?](https://mohammedshehu.com/synthetic-data/) - Synthetic data speeds up research, but it captures a snapshot in time. Here's where it helps, where it fails, and what to do instead.
- [Agentic Commerce: How to Make Your Store Readable to AI Agents](https://mohammedshehu.com/agentic-commerce/) - Agentic commerce lets AI agents buy on your behalf. Learn the standards that make an ecommerce store readable to them, and what to do first.
- [AI for Content and Workflows: The Best Tools for Companies Under 250 People](https://mohammedshehu.com/ai-content-workflow-platforms/) - ChatGPT, Claude, Copilot, Jasper, Copy.ai, or Writer? A pricing-led guide to AI content and workflow platforms for small and mid-sized teams.
- [AI for Legal Workflows: How to Automate Legal Work](https://mohammedshehu.com/ai-legal-workflows/) - Seven legal workflows AI handles well, the legal work it shouldn't own, and a readiness map for law firms adopting AI tools safely.
- [The Agentic AI Autonomy Spectrum: 5 Levels You Need to Know](https://mohammedshehu.com/agentic-ai-autonomy-spectrum/) - Most teams govern every AI agent the same way. The agentic AI autonomy spectrum shows why each autonomy level needs different controls.
- [What Is an AI Agent? A Simple Definition](https://mohammedshehu.com/ai-agent/) - An AI agent reasons, calls tools, and acts toward a goal on its own. Learn how agents work, see three examples, and find out when to use one.
- [AI Agent Frameworks: Everything You Need to Know](https://mohammedshehu.com/ai-agent-frameworks/) - Every major AI agent framework from LangGraph to n8n compared, with orchestration models, MCP support, and a use-case decision guide for technical teams.
- [How to Stop Shadow AI From Leaking Finance Data](https://mohammedshehu.com/shadow-ai-public-finance/) - 70% of public servants use AI outside approved channels. For finance teams handling taxpayer data, that creates measurable breach risk.
- [Top 24 AI Healthcare Startups To Watch in 2026](https://mohammedshehu.com/ai-healthcare-startups/) - From Recursion to Butterfly Network, here are the top AI healthcare startups to watch—spanning drug discovery, imaging, clinical ops, and mental health, with funding and traction detail.
- [Here's Everything You Need to Know About AI Model Distillation](https://mohammedshehu.com/ai-model-distillation/) - What is AI model distillation? A plain breakdown of how it works, where teams use it, and why AI companies block its abuse.
- [From RPA to Agentic AI: A Practical Guide for Healthcare Organizations](https://mohammedshehu.com/rpa-healthcare-agentic-ai/) - RPA built healthcare automation, and agentic AI now extends it. Understand where each fits, the governance risks, and what to do with current RPA software investments.
- [RPA Healthcare Guide: 6 Use-Cases for Healthcare Leaders](https://mohammedshehu.com/robotic-process-automation-healthcare/) - Robotic process automation can slash millions of dollars in costs while improving healthcare outcomes. Read on for 6 use-cases for modern healthcare leaders.
- [Claude Fable 5 and Mythos 5: Everything You Need to Know](https://mohammedshehu.com/claude-fable-5-mythos-5/) - Anthropic launched Claude Fable 5 and Mythos 5 today. Here's a breakdown of benchmarks, safety classifiers, pricing, and availability.
- [Chief AI Officer Job Description: The Latest Data + Free Template](https://mohammedshehu.com/chief-ai-officer-caio-job-description/) - An analysis of 67 US LinkedIn listings reveals what employers actually want from a Chief AI Officer. Includes a copy-paste CAIO job description template, salary benchmarks, and the seven role types behind the title.
- [These Are The AI Adoption Challenges Facing Agencies Right Now](https://mohammedshehu.com/ai-adoption-challenges-agencies/) - Agencies can use AI to move faster, but adoption brings risks around review, data, pricing, training, and client expectations.
- [Prompt Injection Examples You Need to Know About](https://mohammedshehu.com/prompt-injection-examples/) - Explore prompt injection examples across direct attacks, indirect attacks, and agentic AI systems, plus the controls that reduce the risk.
- [Agentic AI Strategy: How to Build for Autonomous AI](https://mohammedshehu.com/agentic-ai-strategy/) - Agentic AI plans, decides, and executes. Here's how an agentic AI strategy reshapes use case selection, governance, workforce, and measurement.
- [What Does Governance Look Like For Agentic AI Systems Inside Regulated Enterprise Applications?](https://mohammedshehu.com/agentic-ai-governance-regulated-enterprise-applications/) - Agentic AI governance in regulated enterprise applications spans decision authority, audit trails, compliance mapping, and operational oversight.
- [How to Choose an Agentic AI Vendor for Enterprise Support](https://mohammedshehu.com/how-to-choose-agentic-ai-vendor-enterprise-support/) - Five questions to put to any agentic AI vendor before you sign, built for support leaders who own CSAT, NPS, and the CX budget.
- [How to Use AI for Remote Job Search (20 Free Prompts)](https://mohammedshehu.com/ai-for-remote-job-search/) - A practical guide to AI for your remote job search: role targeting, ATS-ready CVs, cover letters, interviews, plus a free prompt library.
- [Conway's Law for AI: How to Prevent Deployment Failures](https://mohammedshehu.com/conways-law-ai/) - Conway's Law predicts your agentic AI will mirror your team structure. Learn the inverse Conway maneuver to deploy AI that holds up.
- [The 20 AI Tools Business and Enterprise Teams Are Using Right Now (Plus Pricing)](https://mohammedshehu.com/top-ai-tools-workplace-enterprise/) - From ChatGPT and Copilot to Cursor and Midjourney: the top AI tools for work, sorted by use case, with starting prices.
- [The Best Claude Training for Teams: Formats and Pricing](https://mohammedshehu.com/claude-ai-team-training-for-employees/) - Claude training for teams, delivered live or virtually. See the curriculum, full-day format, pricing from £1,500, and who the programme is for.
- [5 Tasks Where AI Saves HR the Most Time](https://mohammedshehu.com/ai-for-hr-tasks/) - A practical guide to AI for HR: the five administrative tasks generative AI speeds up, the tools to use, and where to start safely.
- [Prompt Engineering in 2026: Is the Skill Still Useful?](https://mohammedshehu.com/prompt-engineering/) - Prompt engineering isn't dead, but the casual version is. Here's how the skill has changed, what it now covers, and what to focus on instead.
- [Agentic AI Governance: 4 Key Gaps in the Latest Frameworks](https://mohammedshehu.com/agentic-ai-governance/) - Agentic AI systems already run in production. Here's what current governance frameworks cover, what they leave open, and what organisations build before deployment.
- [How to Learn AI Today: 4 Pathways to Consider](https://mohammedshehu.com/ai-learning-pathways/) - University, for-profit, corporate, or independent: four AI training modes, each with distinct strengths and limitations. Here's how to choose the right one.
- [The Floridi Conjecture: Why Broad AI May Never Be Reliable](https://mohammedshehu.com/floridi-conjecture/) - No AI system can be both broadly capable (scope) and provably reliable (certainty). The Floridi conjecture explains why and what it means for AI governance.
- [AI Hallucination is Still a Big Problem in 2026](https://mohammedshehu.com/ai-hallucination/) - AI hallucinations remain a top risk today. Learn what they are, why AI models still produce false information, and how to lower the hallucination rate and increase accuracy.
- [What Would The Best AI Data Center Project Look Like?](https://mohammedshehu.com/ai-data-center/) - Much of the current data centre backlash is warranted. Here's a look at US data centre water use, electricity bills, jobs, and tax breaks, plus a practical design for facilities communities can accept.
- [8 AI Terms You Need To Know in 2026](https://mohammedshehu.com/ai-terms-quick-start-guide/) - Hallucination, RAG, shadow AI, agentic workflows—here are plain English definitions of common AI terms you need to know.
- [The SCOPE Framework: A Practical Agentic AI Procurement Guide](https://mohammedshehu.com/agentic-ai-procurement-guide-scope-framework/) - Before you sign an agentic AI contract, run it through SCOPE. A procurement guide to vendor evaluation that goes beyond the sales demo.
- [Amdahl's Law Predicts More Demand For Developers Not Less](https://mohammedshehu.com/amdahls-law-ai-agents-developer-demand/) - Amdahl’s law sets a hard ceiling on AI agent productivity. Here’s why that ceiling makes skilled developers more valuable, not less.
- [Gen Z AI Backlash: Stop Shoving it in Their Faces](https://mohammedshehu.com/gen-z-ai-adoption-backlash/) - Gen Z isn't rejecting AI. They're rejecting the mandatory, uninvited, impossible-to-remove version of it. Here's what the data and their own voices say.
- [Gen Z AI Adoption: What The Latest Data Shows](https://mohammedshehu.com/gen-z-ai-adoption/) - Gen Z uses AI but trusts it less every year. Two major 2026 studies explain the gap between adoption rates and the anger, anxiety, and scepticism underneath them.
- [Enterprise AI Adoption Challenges: What the Latest Data Says](https://mohammedshehu.com/enterprise-ai-adoption-challenges/) - Enterprise AI adoption challenges include poor data, weak strategy, lagging ROI, shadow AI, harmful tools, and weak AI governance.
- [You Need to Treat AI Agents as Digital Office Workers](https://mohammedshehu.com/ai-agent-architecture-office-workers/) - It's time to stop thinking of AI agents as magical assistants floating in isolation, and instead think of them as workers inside a communication system.
- [Shadow AI Is a Leadership Problem, Not a Technology Problem](https://mohammedshehu.com/shadow-ai-governance-risk/) - Shadow AI usage occurs when organisations demand productivity, restrict AI tools, and skip training, governance, and risk management.
- [I Audited a Financial Consultant's Workflow. Here's What I Found](https://mohammedshehu.com/ai-audit-report-case-study-financial-services-consultant-workflow/) - I audited a financial consultant's AI workflow and found a capable senior leader working around a culture that hadn't caught up. Here's what I found and recommended.
- [How to Save £305,040 With AI Workflow Automation](https://mohammedshehu.com/ai-workflow-automation-savings/) - Data entry costs large UK organisations hundreds of thousands annually. Here's the conservative maths on AI workflow automation ROI.
- [Don't Spend More Money on Tokens Than on Humans](https://mohammedshehu.com/ai-budget-humans-roi/) - Global AI spending hits $2.52 trillion in 2026, but 95% of enterprise projects fail to show measurable returns. Here's what most AI budgets are missing.
- [AI Automation and Agentic Security: The Hidden Costs](https://mohammedshehu.com/ai-automation-agentic-security-technical-workflow-debt/) - Agentic AI templates promise speed, but often deliver inherited debt. Here's what workflow inheritance really costs—and what the maintenance phase will demand.
- [How to Properly Scrutinise Your Vendor's AI Model Card](https://mohammedshehu.com/ai-model-card-guide/) - Most AI model cards are compliance theatre. Here's a practitioner's guide to reading them critically before you sign off on a vendor's AI system.
- [ISO 42001 for AI Governance: Everything You Need to Know](https://mohammedshehu.com/iso-42001/) - ISO 42001 is the first international standard for AI governance. Here's what it is, how it works, and what certification involves.
- [What to Expect From an AI Audit (Free Report Template)](https://mohammedshehu.com/ai-audit-report-template-what-to-expect/) - An AI audit covers your current tools, your workflows, and your team's readiness. Here's what the process looks like, plus a free report template.
- [AI Audit: Everything You Need to Know](https://mohammedshehu.com/ai-audit-guide/) - This practical, plain-language guide to AI audits covers the process, the domains assessed, and what a good report looks like, with a free template.
- [AEO Strategy Is Not a Thing, Save Your Money](https://mohammedshehu.com/answer-engine-optimization-aeo-strategy/) - Answer Engine Optimization promises new marketing success. Every tactic it recommends was already standard SEO practice. Here's the forensic case against it.
- [Don't Wait for Government: How African Organisations Can Lead on AI Right Now](https://mohammedshehu.com/african-organisations-ai-adoption-strategy/) - From AI audits to adoption specialists, here's how organisations in Africa can build a working AI strategy.
- [A Human in the Loop Doesn't Magically Make It Better](https://mohammedshehu.com/human-in-the-loop-hitl/) - Everyone says they keep humans in the loop. Few invest in making those humans effective. Here's what good HITL practice looks like.
- [How to Build AI Maturity: Solve the People Problem](https://mohammedshehu.com/ai-maturity-digital/) - Most AI transformations fail for the same reason digital ones did: people get ignored. Here's a framework for building AI maturity in your organization.
- [Enterprise AI Governance Has a Big 'People Problem'](https://mohammedshehu.com/enterprise-ai-governance/) - Most organisations have AI governance policies that don't match how employees actually use AI. Here's what the gap looks like and how to close it.
- [Hire an AI Specialist or Train Your Team? How to Choose The Right Way](https://mohammedshehu.com/hiring-vs-training/) - Most businesses need an AI specialist and a trained team eventually. This framework helps you decide which one to invest in first.
- [How to Build AI Literacy Fast: What to Learn, Skip, and Do Right Now](https://mohammedshehu.com/build-ai-literacy-fast/) - A practical guide to building AI literacy for white-collar professionals, career switchers, and anyone rebuilding after a layoff.
- [Adopt Or Adapt: How To Win Against AI And Secure Your Career](https://mohammedshehu.com/adopt-or-adapt-ai/) - Artificial intelligence is coming for everything from writing and video to voice and gaming. Here's how to adopt or adapt against AI.
- [MCP in Marketing: A Practical Guide](https://mohammedshehu.com/mcp-marketing-model-context-protocol/) - Model Context Protocol changes how AI works in marketing. Here's what MCP in marketing looks like across reporting, email, ads, and more.
- [How to Hire an AI Adoption SME (And Actually Get the Right Person)](https://mohammedshehu.com/ai-adoption-sme-hiring-guide/) - Most companies hire an AI Adoption SME with the wrong spec. Here's how to define the role correctly, assess candidates well, and onboard them for impact.
- [AI Implementation Challenges for Content Teams: What You Need to Know](https://mohammedshehu.com/ai-implementation-challenges-for-content-teams/) - Your content marketing team adopted AI and now you're producing mediocre work faster. Here's why that happens and what better implementation looks like.
- [Forward Deployed Engineer (FDE) Job Description: What You Need to Know](https://mohammedshehu.com/forward-deployed-engineer-fde-job-description/) - Hiring a forward deployed engineer? Get the job description template, screening criteria, and interview questions that identify the right candidates.
- [How to Prevent AI Tokenmaxxing and Avoid Goodhart's Law](https://mohammedshehu.com/goodharts-law-tokenmaxxing-ai-productivity/) - Companies now grade staff on AI token usage. Goodhart's Law predicts exactly what happens next: AI tokenmaxxing.
- [Retrieval Augmented Generation (RAG): How AI Learns Your Business Better](https://mohammedshehu.com/rag-retrieval-augmented-generation/) - RAG lets AI answer questions using your own documents and data. Here's what it is, how retrieval works, what it costs, and whether your business needs it.
- [AI Scales Your Mistakes Faster. Here's How to Fix That.](https://mohammedshehu.com/ai-scales-your-mistakes-faster/) - AI doesn't fix a broken workflow; it accelerates it. Here's why you need to fix the process first before you introduce any automation.
- [AI Agent vs. AI Tool? How to Decide Correctly](https://mohammedshehu.com/ai-agent-vs-ai-tool/) - Everyone's building AI agents. Here's how to decide whether you should, or whether a simpler tool already solves your problem.
- [Obsolescence (Or Why You Need To Upskill Yourself)](https://mohammedshehu.com/obsolescence/) - AI is coming. Here's how to navigate the future of work.
- [What is Model Context Protocol? A Simple Guide to MCP](https://mohammedshehu.com/model-context-protocol-mcp/) - Model Context Protocol lets AI tools connect directly to your business apps and take useful action. Here's a plain-English guide for small business owners.
- [AI for Retail Shops: How to Save Time and Make More Money](https://mohammedshehu.com/ai-for-retail-shops/) - A practical walkthrough of AI in a retail context—from the stockroom to paid ads—with what it costs and where to start.
- [The Rarest Skill in AI Consulting Isn't Technical](https://mohammedshehu.com/communication-rare-skill-ai-consulting/) - Technical skills are commoditised. The hardest thing in AI consulting is communicating across boardrooms, client calls, and system prompts.
- [What Is Agentic AI and Why Should Small Business Owners Care Right Now?](https://mohammedshehu.com/agentic-ai-explained-small-business/) - Agentic AI goes beyond chatbots and actually takes action on your behalf. Here's a plain-English guide for small business owners who want to get ahead of the curve.
- [The Surprisingly Powerful £100/Month AI Toolkit for UK Small Businesses](https://mohammedshehu.com/ai-tools-small-business-100-pounds-month/) - You don't need a big budget to start using AI in your business. Here's what UK small businesses can do for under £100 a month, and where to start.
- [Be A Resource](https://mohammedshehu.com/be-a-resource/) - Being a resource allows you to create an audience, generate a marketplace, and monetize the reach and access you’re bringing to your buyers and sellers.
- [Year in Review: 8 Crucial Lessons I Learned In 2020](https://mohammedshehu.com/year-in-review-8-crucial-lessons-i-learned-in-2020/) - 2020 was a hell of a year. Despite its ups and downs, here are 8 key lessons I learned that you can use to improve your life today.
- [The 7 Most Expensive AI Mistakes Small Business Owners Make](https://mohammedshehu.com/ai-mistakes-small-businesses/) - AI adoption is accelerating among small businesses. So are the mistakes. Here are seven to avoid before they cost you time and money.
- [How to Tell Good AI Advice from Expensive Noise](https://mohammedshehu.com/when-ai-isnt-the-answer/) - AI isn't always the answer. Learn how to evaluate any AI use case before you invest—with practical questions and a scoring framework for small businesses.
- [Product Positioning: How To Do It Right](https://mohammedshehu.com/product-positioning/) - Learn what product positioning is, how it helps your startup win, and how to do it right.
- [The 10 Agreements on Consciousness](https://mohammedshehu.com/consciousness/) - An essay on ten simple agreements from various traditions, sciences, and cosmologies on consciousness.
- [Corporate Uniforms](https://mohammedshehu.com/corporate-uniforms/) - Founders often skip corporate uniforms, but even tiny onboarding details shape belonging, trust, and retention.
- [A lifetime of models](https://mohammedshehu.com/models/) - Thoughts on the models that shape our lives.
- [What Is CFD Trading And How Do You Make Money?](https://mohammedshehu.com/cfd-trading/) - This simple CFD trading guide explains how CFDs work, who really profits, and why most traders lose money over time—plus how to win.
- [Death and Immortality: The Open Horizon View](https://mohammedshehu.com/death-immortality-open-horizon/) - Rethinking Nagel, Williams, Borges, and Nussbaum on death, deprivation, and immortality in this open horizon view.
- [Virtual Therapy and Augmented Reality](https://mohammedshehu.com/virtual-therapy-and-augmented-reality/) - Some thoughts how AR and VR can expand access to therapy and make powerful healing more affordable.
- [LinkedIn Lead Generation Outreach Tips: Lessons from Tinder](https://mohammedshehu.com/linkedin-lead-generation-outreach-tips-lessons-from-tinder/) - LinkedIn and Tinder aren't so different from each other. Learn what it takes to master each platform.
- [The Ridiculously Simple Guide To Search Engine Optimization (SEO)](https://mohammedshehu.com/seo-guide/) - If you're trying to get new customers and grow your business, you can't afford to ignore SEO. Learn how you can use SEO to boost your online visibility.
- [How To Build A Go-To-Market (GTM) Strategy](https://mohammedshehu.com/gtm-strategy/) - Learn how to align product, marketing, and sales strategy for maximum impact in this GTM strategy guide.
- [How to Start a Blog: Easy-to-Follow Advice for Total Beginners](https://mohammedshehu.com/how-to-start-a-blog/) - This easy, step-by-step guide on starting a blog is perfect for anyone who wants to start writing online.
- [How To Create A Stunning Social Media Portfolio: Examples, Key Elements, Tips And Tools (Custom Template Included)](https://mohammedshehu.com/social-media-portfolio-guide/) - A social media portfolio is crucial to your sales process. Use these tips to create a stunning social media portfolio that wows clients every time.
- [Digital Marketing Portfolio: Everything You Need to Know](https://mohammedshehu.com/digital-marketing-portfolio-guide/) - Learn expert tips and tricks in this practical guide to building an effective digital marketing portfolio that wins you new work.
- [Immersion: The hidden secret of expert content marketers](https://mohammedshehu.com/immersion-for-marketers-and-content-writers/) - Immersion is the key to better campaigns and content. Here are 5 ways to immerse yourself in your field and become a better marketer or content writer.
- [How to Start a Photography Business: Everything You Need To Know](https://mohammedshehu.com/photography-business/) - Starting a photography business? Learn business planning, marketing, client relations, and pricing tips.
- [Unlock Your Hidden Writer Persona To Make More Money: Are You Type 1 Or Type 2?](https://mohammedshehu.com/writer-persona/) - Your writer persona determines how happy and highly paid you can get. Discover whether you're a Type 1 or Type 2 writer — or both.
- [How To Gain More Bookings Through Content](https://mohammedshehu.com/how-to-gain-more-bookings-through-content/) - Learn how to monetize your newsletter, blog, or podcast
- [How To Improve Your Online Visibility](https://mohammedshehu.com/online-visibility/) - It is time to step out of obscurity and build your audience, career, and business. Read on for top tips on how to improve your online visibility in 2021.
- [11 Ways to Reinvest in Your Business For Long-Term Growth](https://mohammedshehu.com/reinvest-in-your-business/) - From buying equipment to hiring more staff, reinvesting into your business makes you more money down the line. Here are 11 ways to do that.
- [15 Ways To Generate Content Ideas](https://mohammedshehu.com/how-to-generate-content-ideas/) - Generating content ideas can be a slog. Check out these 15 hidden ways to generate new content ideas.
- [Understanding switching costs: Why it's hard to get users to switch to your app](https://mohammedshehu.com/switching-costs/) - For every new product on the market, there are certain forces that conspire both for and against it when it comes to user adoption. Here's how to navigate them.
- [9 Stress Management Tips: How To Avoid Burnout For Good](https://mohammedshehu.com/stress-management-tips/) - Learn the causes of chronic stress and discover 9 stress management tips to prevent burnout and enjoy work again.
- [Social Media Jobs: 9 Profitable Ways To Make Money](https://mohammedshehu.com/social-media-jobs/) - There's more to social media than just publishing posts. Here are 9 social media jobs to consider for your career.
- [What Apartment Hunting Taught Me About Job Hunting](https://mohammedshehu.com/what-apartment-hunting-taught-me-about-job-hunting/) - How we choose where to live is no different from where we choose to work, and it's important to pick the right place.
- [How to Renew Your Passport At the Nigerian Consulate in Johannesburg](https://mohammedshehu.com/how-to-renew-your-passport-at-the-nigerian-consulate-in-johannesburg/) - Renewing your passport at the Nigerian Consulate in Johannesburg can be a long and opaque process. Here's how it went for me.
- [Finding My Ideal Business Model](https://mohammedshehu.com/finding-my-ideal-business-model/) - I want to build a digital business that addresses a clear pain with growing demand, low competition, strong moats, and a content-led revenue model. Here's why.
- [8 ways to overcome task anxiety and beat writer’s block](https://mohammedshehu.com/8-ways-to-overcome-task-anxiety-and-beat-writers-block/) - Writer's block and work anxiety lead to procrastination. Here are eight ways I beat them to deliver my best work, every time.
- [Building God: The Rise of AI as the New Divine](https://mohammedshehu.com/building-god-the-rise-of-ai-as-the-new-divine/) - From prayer to AI, technology has changed our relationship with the divine and how we seek answers in the modern age. What have we learned from building God?
- [3 Free AI Tools To Save Your Business Time And Money](https://mohammedshehu.com/3-free-ai-tools-to-save-your-business-time-and-money/) - Creating content that drives sales and bookings is hard. AI tools can help you speed up the process. Use these three free AI tools to save you time and money.
- [How To Create A Website: 5 Key Terms You Need To Know](https://mohammedshehu.com/how-to-create-a-website-5-web-design-terms-you-need-to-know/) - Learn about domain names, hosting, frameworks, SSL, and themes to create a website for your business.
- [Useful Insights On Video Marketing And Community Engagement](https://mohammedshehu.com/content-beta-video-marketing/) - Rishabh Bhandari of Content Beta explains how video marketing and community immersion can build trust and credibility with future customers.
- [Sales Call Tips: How To Close More Deals Over The Phone Without Embarrassing Yourself](https://mohammedshehu.com/sales-call-tips-how-to-close-more-deals-over-the-phone/) - Sales calls can help you land a lucrative sale in a few minutes. Read on for my top tips to help you nail sales calls every time.
- [How to land a well paying remote job](https://mohammedshehu.com/how-to-land-a-well-paying-remote-job/) - Competition is high for well-paying remote jobs, but there are several steps you can take to improve your chances. Here are 8 key things to consider.
- [How to dump low paying clients and increase your business profits](https://mohammedshehu.com/dump-low-paying-clients-and-increase-business-profits/) - Learn 4 ways to boost your business profits easily.
- [Luxury Marketing Strategy: How To Attract High Paying Customers](https://mohammedshehu.com/luxury-marketing-strategy/) - Cheap clients are expensive. But high-paying clients have a high bar for quality. Learn 10 key ways to attract and keep them for good.
- [Community-led growth: How to build a community around your business](https://mohammedshehu.com/community-led-growth/) - Community-led growth is a winning business strategy for creators and brands. Learn how to start, sustain, and monetize your own community today.
- [Find a way to play at work](https://mohammedshehu.com/find-a-way-to-play-at-work/) - Your work's not boring — you're just not playing enough.
- [The best pricing strategy for content creators](https://mohammedshehu.com/content-creator-pricing-strategy/) - Content creators struggle with their pricing strategy. Here's how to charge enough for content creation without pricing yourself out of the market.
- [Your CEO Should Be On Social Media](https://mohammedshehu.com/your-ceo-should-be-on-social-media/) - Each departmental leader within your organization can create relevant, evergreen content to establish thought leadership — including your CEO.
- [How To Land High Paying Influencer Gigs On LinkedIn](https://mohammedshehu.com/linkedin-influencer-gigs/) - LinkedIn is a rich source of paid influencer gigs. Here's how to score more LinkedIn influencer gigs as a digital content creator.
- [Pitch Them Back: How To Counter Sales Pitches](https://mohammedshehu.com/pitch-them-back/) - Unsolicited sales pitches can be annoying... or a source of new business. Here's how to counter sales pitches on social media.
- [6 Powerful Lessons A Car Sale Taught Me About Content Marketing](https://mohammedshehu.com/content-marketing-lessons/) - I bought a car recently. Here are six content marketing lessons I learned.
- [15 CV Tips To Land More Job Interviews Easily](https://mohammedshehu.com/cv-tips/) - Most job seekers make common mistakes when searching for a job. Read on for tips on how to improve your CV and ace the job interview.
- [Who, What, When, Where, Why, and How - A Social Media Copywriting Template](https://mohammedshehu.com/social-media-copywriting-template/) - The WWWWWH model makes it dead easy to advertise your product. This model gets you up and running in no time and keeps your pages humming overtime.
- [Sell Hammers, Not Houses](https://mohammedshehu.com/sell-hammers-not-houses/) - There are more attempts than achievements in any field. Here's how to leverage both ends of the supply and value chain for greater profit.
- [The SET Content Creation Model: Seasonal, Evergreen, Timely](https://mohammedshehu.com/the-set-content-creation-model-seasonal-evergreen-timely/) - The three-part SET content creation model outlines a time-based way to generate content ideas for your channels.
- [6 Early-Stage Career Tips For New Graduates](https://mohammedshehu.com/6-early-stage-career-tips-for-new-graduates/) - Hone your skills, learn how to talk to anyone, write relentlessly, sell your value, always have options, and network like hell. That’s the secret sauce.
- [Put Yourself Out There](https://mohammedshehu.com/put-yourself-out-there/) - #NoNewFriends is not life advice. In the real world, the money, companionship, opportunities, and fulfilment you seek are in the hands of other people.
- [You're Wasting Your Time Advertising—Here's Why.](https://mohammedshehu.com/you-are-wasting-your-time-advertising/) - Beyond a certain point, whether in business or in your career, you can only unlock new opportunities based on the relationships or communities you have built.
- [These 4 Crucial Skills Will Make You A Better Marketer](https://mohammedshehu.com/these-4-crucial-skills-will-make-you-a-better-marketer/) - There are many skills a marketer needs to have, but they always come back to these 4 crucial skills. Read on to find out what they are.
- [Don't Just Create Content Blindly](https://mohammedshehu.com/content-creation-for-funnels/) - When you think in terms of funnels, content creation becomes much easier. Read on for a simple way to create content that adds directly to your bottom line.
- [Your Daily Debt](https://mohammedshehu.com/your-daily-debt/) - When you wake up in the morning—before you’ve brushed your teeth or washed your face or checked your phone—you already owe yourself money.
- [Bee The Flower](https://mohammedshehu.com/bee-the-flower/) - By creating compelling content around your brand, products and services, you make it more attractive for bees to stop by your flower and drink your branded nectar.
- [Your Own Little Corner](https://mohammedshehu.com/your-own-little-corner/) - You can choose to scale up or niche down your business — and you could make billions in either direction. Here's how.
- [Pivot](https://mohammedshehu.com/pivot/) - If your original business concept isn’t working, you don’t actually have a business or brand to be precious about. Here's how to pivot to profitability.
- [Find Out Where You Stand](https://mohammedshehu.com/find-out-where-you-stand/) - Perhaps you never follow up or ask for clarity on things because you’re afraid of the answers you might get. That’s perfectly understandable. It’s also not an excuse.
- [The Manager's Guide To Encouraging Work-Life Balance](https://mohammedshehu.com/the-managers-guide-to-encouraging-work-life-balance/) - Employees have lives outside the office. These lives should be enabled, empowered and encouraged for greater fulfilment.
- [Stop Asking People To DM You For Prices](https://mohammedshehu.com/stop-asking-people-to-dm-you-for-prices/) - In hard times, it can be tempting to hide your price just to win business. Here's how that harms you and your business.
- [Start With Sales](https://mohammedshehu.com/start-with-sales/) - In the beginning, you’ll meet people who will preach about the importance of a logo, or brand colours, or a fancy design. They’re wrong.
- [Social Media Strategies For A New Normal](https://mohammedshehu.com/social-media-strategies-for-a-new-normal/) - In this new normal, purses have tightened and people require greater value for money before spending on your product or service.
- [Social Media Is Not A Magic Pill](https://mohammedshehu.com/social-media-is-not-a-magic-pill/) - Social media is not a magic pill—it’s just one aspect of your digital medication.
- [This Will Not Matter](https://mohammedshehu.com/this-will-not-matter/) - As an imperfect species, we are weirdly obsessed with perfection. The trick is to reverse-engineer the detachment.
- [How To Go Viral On Social Media](https://mohammedshehu.com/how-to-go-viral-on-social-media/) - Social media virality is a function of consistency, promotion, targeted distribution and luck.
- [And That's OK](https://mohammedshehu.com/and-thats-ok/) - A small part of anxiety stems from our fear of failure, rejection, and abandonment. A small part of depression stems from taking said failure, rejection, and abandonment too personally.
- [Automate Everything In Your Business](https://mohammedshehu.com/automate-everything-in-your-business/) - When you automate your business processes consistently, you’ll spend more time doing business and less time on admin.
- [Affirmations](https://mohammedshehu.com/affirmations/) - The same way we all have the power to infect people with bad narratives (sometimes unwittingly), we can also vaccinate them with strength and determination.
- [#ThinkTwelve—A Guide To Creating Social Media Content](https://mohammedshehu.com/thinktwelve-a-guide-to-creating-social-media-content/) - The key to success with social media content creation is finding a formula that works for you and automating it as much as you can.
- [How To Survive Losing Your Job](https://mohammedshehu.com/how-to-survive-losing-your-job/) - Unemployment is a daunting prospect — but there are ways to prevent it, cushion its blow, and bounce back.

## Pages

- [Home | AI & Digital Consulting](https://mohammedshehu.com/) - Work with me to transform your business using AI.
- [About Mo](https://mohammedshehu.com/about/) - More about Mo Shehu, AI and digital strategist, speaker, and consultant.
- [Privacy policy](https://mohammedshehu.com/privacy-policy/) - This privacy policy covers mohammedshehu.com and all products, tools, and browser extensions published under the portfolio.
- [Blog](https://mohammedshehu.com/blog/) - Read blog articles by Mohammed Shehu, PhD on content marketing, social media, web design, copywriting, and more.
- [AI Speaker | Mo Shehu, PhD](https://mohammedshehu.com/speaking/) - Keynotes, panels, and workshops on AI adoption, automation strategy, and digital maturity by Mo Shehu PhD. Available for corporate events and conferences.
- [Case Studies](https://mohammedshehu.com/case-studies/) - Explore case studies around AI implementation and workflow optimisation from Mo Shehu, PhD.
- [AI Workflows | n8n, Make, Zapier, and more](https://mohammedshehu.com/workflows/) - Custom AI workflow automation—built, fixed, and managed around how your team works. n8n, Make, Zapier, and more.
- [Shop](https://mohammedshehu.com/shop/)
- [AI Readiness Quiz | Free AI Maturity Calculator](https://mohammedshehu.com/quiz/) - Take the AI Readiness Quiz to find out how ready your organisation is for AI.
- [AI Training](https://mohammedshehu.com/training/) - In-person AI literacy workshops for UK teams and secondary schools. Practical, tailored, and built around immediate results.
- [Free AI Audit](https://mohammedshehu.com/audit/) - Get a free, 30-minute AI audit to discover where AI could improve your workflow.
- [Case Study: Column](https://mohammedshehu.com/case-study-column/) - 95% of inbound leads traced to AI discovery tools. See how three years of content investments built a pipeline that AI now drives.
- [Case Study: Media](https://mohammedshehu.com/case-study-media/) - See how we replaced the wireframe-to-Figma-to-WordPress process with AI-generated UI and JSON, for an 87% reduction in landing page development time.
- [Case Study: Utility Locating](https://mohammedshehu.com/case-study-utility-locating/) - A utility locating company had deep SME expertise and no efficient way to publish it. A custom voice model changed that, cutting creation time by 80%.
- [Claude Training](https://mohammedshehu.com/claude-training/) - Learn how to use Claude in your everyday workflows—practically, easily, and quickly with our popular Claude Training programme.
- [Contact](https://mohammedshehu.com/contact/) - Contact me to work together on content, marketing, or any other aspect of your business.

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