https://fautons.com/blog Practical playbooks for AI transformation — why pilots fail, measuring AI ROI, choosing your first automation, and the Head of AI role. en https://fautons.com/blog/ai-for-product-managers https://fautons.com/blog/ai-for-product-managers Fri, 03 Jul 2026 09:00:00 GMT Lessons from a six-week AI programme for ~20 senior product managers at Salesforce: what PMs should learn, what sticks, and what to skip. https://fautons.com/blog/ai-transformation-roadmap https://fautons.com/blog/ai-transformation-roadmap Fri, 03 Jul 2026 09:00:00 GMT A month-by-month anatomy of a realistic 12-month AI transformation roadmap: what each quarter covers, what goes wrong, and what the document should contain. https://fautons.com/blog/ai-maturity-audit https://fautons.com/blog/ai-maturity-audit Fri, 03 Jul 2026 09:00:00 GMT What an AI maturity audit measures, how it's run, what the output looks like, and how to turn the scores into a plan rather than a report that gathers dust. https://fautons.com/blog/claude-vs-chatgpt-for-business-teams https://fautons.com/blog/claude-vs-chatgpt-for-business-teams Fri, 03 Jul 2026 09:00:00 GMT Claude vs ChatGPT for business teams, compared by a Claude partner who says so up front: where each fits, what admins should check, and why many firms run both. https://fautons.com/blog/what-is-an-ai-agent https://fautons.com/blog/what-is-an-ai-agent Fri, 03 Jul 2026 09:00:00 GMT What is an AI agent? A plain definition for business teams: how agents differ from chatbots and RPA, what they're genuinely good at, and how to start safely. https://fautons.com/blog/ai-consultant-vs-ai-training-provider https://fautons.com/blog/ai-consultant-vs-ai-training-provider Fri, 03 Jul 2026 09:00:00 GMT AI consultant or AI training provider? What each actually does, when each fits, why good engagements sequence both, and the red flags to watch for. https://fautons.com/blog/chatgpt-training-for-teams https://fautons.com/blog/chatgpt-training-for-teams Fri, 03 Jul 2026 09:00:00 GMT What ChatGPT training for employees should cover: workspace and data controls, role-relevant workflows, verification habits, and when another tool fits better. https://fautons.com/blog/onsite-vs-live-online-ai-training https://fautons.com/blog/onsite-vs-live-online-ai-training Fri, 03 Jul 2026 09:00:00 GMT On-site vs live online AI training compared honestly: where each format wins, why cadence matters more than venue, and how to choose for your team. https://fautons.com/blog/how-to-hire-a-head-of-ai https://fautons.com/blog/how-to-hire-a-head-of-ai Fri, 03 Jul 2026 09:00:00 GMT When to create a Head of AI role, external hire versus internal promotion, what to look for, and interview questions that separate operators from talkers. https://fautons.com/blog/building-orbit-and-cortex-with-claude https://fautons.com/blog/building-orbit-and-cortex-with-claude Tue, 16 Jun 2026 09:00:00 GMT Lessons from building two real products on Claude, Cortex and Orbit: what worked, what didn't, and what to copy if you're building business apps with Claude. https://fautons.com/blog/knowledge-server-plus-agent-pipeline https://fautons.com/blog/knowledge-server-plus-agent-pipeline Tue, 16 Jun 2026 09:00:00 GMT The architecture behind reliable business AI: a knowledge server for truth, like Cortex, and an agent pipeline that uses it, like Orbit, connected over MCP. https://fautons.com/blog/what-is-a-multi-agent-content-engine https://fautons.com/blog/what-is-a-multi-agent-content-engine Tue, 16 Jun 2026 09:00:00 GMT A plain explanation of multi-agent content engines: why one prompt isn't enough, and how a pipeline of specialised Claude agents (like Orbit) works. https://fautons.com/blog/give-your-ai-a-company-brain-with-mcp https://fautons.com/blog/give-your-ai-a-company-brain-with-mcp Tue, 16 Jun 2026 09:00:00 GMT Why AI keeps guessing your brand, and how an MCP knowledge server like Cortex gives every Claude agent the same structured voice, proof, and personas. https://fautons.com/blog/can-non-developers-build-software-with-claude https://fautons.com/blog/can-non-developers-build-software-with-claude Mon, 15 Jun 2026 09:00:00 GMT Can non-developers build software with Claude? An honest answer: what's realistic to build, what isn't, why it works, and the judgement gap that still matters. https://fautons.com/blog/building-business-apps-with-claude https://fautons.com/blog/building-business-apps-with-claude Mon, 15 Jun 2026 09:00:00 GMT Building internal business apps with Claude: the long-tail opportunity, how Claude Code + MCP fit, and the governance that keeps it from becoming shadow IT. https://fautons.com/blog/building-a-crm-with-claude https://fautons.com/blog/building-a-crm-with-claude Mon, 15 Jun 2026 09:00:00 GMT Building a CRM with Claude: what you can realistically build, how Claude Code + MCP fit, the data and security guardrails, and when off-the-shelf still wins. https://fautons.com/blog/building-an-mvp-with-claude https://fautons.com/blog/building-an-mvp-with-claude Mon, 15 Jun 2026 09:00:00 GMT How to build an MVP with Claude: a realistic build path with Claude Code, what it's great at, and the prototype-vs-production line you can't cross blind. https://fautons.com/blog/claude-code-in-vs-code https://fautons.com/blog/claude-code-in-vs-code Fri, 03 Jul 2026 09:00:00 GMT Using Claude in VS Code with Claude Code: what the extension does, how the agent loop works, how MCP connects your tools, and how to get started. https://fautons.com/blog/claude-for-data-analysis https://fautons.com/blog/claude-for-data-analysis Sun, 05 Jul 2026 09:00:00 GMT Using Claude for data analysis: what it does well with spreadsheets and CSVs, a realistic workflow, where it beats Excel and where it doesn't, and how to verify its numbers. https://fautons.com/blog/claude-for-meeting-notes https://fautons.com/blog/claude-for-meeting-notes Mon, 20 Jul 2026 09:00:00 GMT Using Claude for meeting notes: turning a transcript into decisions, actions and owners, the consent and privacy basics, where dedicated notetakers fit, and the verification habit for names and numbers. https://fautons.com/blog/claude-code-first-week https://fautons.com/blog/claude-code-first-week Mon, 13 Jul 2026 09:00:00 GMT A day-by-day first week with Claude Code for non-developers: install, explain a file, a small real task, your first tool, and the judgement habits that come after. https://fautons.com/blog/claude-vs-copilot-for-business https://fautons.com/blog/claude-vs-copilot-for-business Mon, 06 Jul 2026 09:00:00 GMT Claude vs Microsoft Copilot for business teams: where Copilot wins in the M365 stack, where Claude wins on long documents, and the licensing trap. https://fautons.com/blog/what-is-corporate-ai-training https://fautons.com/blog/what-is-corporate-ai-training Mon, 15 Jun 2026 09:00:00 GMT What is corporate AI training? A clear definition: what it covers, the formats, who it's for, and how it differs from a generic online AI course. https://fautons.com/blog/ai-training-for-executives https://fautons.com/blog/ai-training-for-executives Mon, 15 Jun 2026 09:00:00 GMT AI training for executives and senior leaders: the literacy, strategy, and governance a CEO or VP needs, and why leaders using AI is what makes adoption stick. https://fautons.com/blog/ai-training-for-legal-teams https://fautons.com/blog/ai-training-for-legal-teams Mon, 15 Jun 2026 09:00:00 GMT AI training for legal teams: real use cases, the confidentiality and hallucinated-citation risks, and the verification discipline that keeps AI out of trouble. https://fautons.com/blog/ai-training-for-marketing-teams https://fautons.com/blog/ai-training-for-marketing-teams Mon, 15 Jun 2026 09:00:00 GMT AI training for marketing teams: the real use cases, the brand-voice and accuracy guardrails, and why volume without judgement is the trap to avoid. https://fautons.com/blog/ai-training-for-finance-teams https://fautons.com/blog/ai-training-for-finance-teams Mon, 15 Jun 2026 09:00:00 GMT AI training for finance teams: the real use cases (FP&A, reconciliation, reporting), the accuracy and compliance guardrails, and how to train without the risk. https://fautons.com/blog/in-house-vs-outsourced-ai-training https://fautons.com/blog/in-house-vs-outsourced-ai-training Sun, 14 Jun 2026 09:00:00 GMT In-house vs outsourced AI training: when to build internal capability, when to bring in a provider, and the train-the-trainer hybrid that often wins. https://fautons.com/blog/how-to-choose-an-ai-training-provider https://fautons.com/blog/how-to-choose-an-ai-training-provider Sun, 14 Jun 2026 09:00:00 GMT How to choose an AI training provider: the questions to ask, the red flags to avoid, and a simple way to compare shortlisted vendors on what actually matters. https://fautons.com/blog/how-much-does-corporate-ai-training-cost https://fautons.com/blog/how-much-does-corporate-ai-training-cost Fri, 10 Jul 2026 09:00:00 GMT What does corporate AI training cost? The factors that set the price (team size, format, customisation, duration) plus pricing models and how to budget. https://fautons.com/blog/frameworks-for-human-ai-interaction https://fautons.com/blog/frameworks-for-human-ai-interaction Sun, 14 Jun 2026 09:00:00 GMT The established frameworks for human-AI interaction design: Google PAIR, Microsoft's 18 Guidelines, mixed-initiative, trust calibration, and autonomy levels. https://fautons.com/blog/levels-of-ai-autonomy https://fautons.com/blog/levels-of-ai-autonomy Sun, 14 Jun 2026 09:00:00 GMT The levels of AI autonomy (L1–L5), adapted from SAE's driving scale. What each level means, real examples, and why production agents top out at L3 in 2026. https://fautons.com/blog/ai-vocabulary-model-app-harness-tool https://fautons.com/blog/ai-vocabulary-model-app-harness-tool Sat, 13 Jun 2026 09:00:00 GMT Model, app, harness, tool: the four layers of any AI product, explained with the Claude stack. The vocabulary that makes AI roadmap conversations precise. https://fautons.com/blog/why-ai-pilots-fail https://fautons.com/blog/why-ai-pilots-fail Thu, 11 Jun 2026 09:00:00 GMT Why do most AI pilots fail? MIT's GenAI Divide study found 95% deliver no measurable P&L impact. Here's what the successful 5% do differently. https://fautons.com/blog/what-does-a-head-of-ai-do https://fautons.com/blog/what-does-a-head-of-ai-do Thu, 11 Jun 2026 09:00:00 GMT What a Head of AI actually does: the mandate, what the role owns, reporting lines, Head of AI vs Chief AI Officer, and a first-90-days plan. https://fautons.com/blog/how-to-measure-ai-roi https://fautons.com/blog/how-to-measure-ai-roi Thu, 11 Jun 2026 09:00:00 GMT How to measure AI ROI: a three-layer framework (capability, usage, outcomes), a baseline-first method, and realistic 3, 6, and 12-month expectations. https://fautons.com/blog/which-workflow-to-automate-first https://fautons.com/blog/which-workflow-to-automate-first Thu, 11 Jun 2026 09:00:00 GMT A practical rubric for your first AI automation: score workflows on frequency, pain, data readiness, blast radius, and ownership — plus five strong first picks. https://fautons.com/blog/the-case-for-letting-people-mess-around-with-ai https://fautons.com/blog/the-case-for-letting-people-mess-around-with-ai Thu, 11 Jun 2026 09:00:00 GMT Play is the most underrated AI adoption strategy: why low-stakes experimentation converts non-users into weekly users, and how to make play pay off. https://fautons.com/blog/hands-on-claude-ai-training-uk-government-2026 https://fautons.com/blog/hands-on-claude-ai-training-uk-government-2026 Fri, 10 Jul 2026 09:00:00 GMT Every civil servant now gets up to 5 days of AI learning a year. Here's how UK government teams turn that into real hands-on Claude skills, not click-through modules. https://fautons.com/blog/can-i-expense-ai-training-on-my-learning-budget https://fautons.com/blog/can-i-expense-ai-training-on-my-learning-budget Sat, 27 Jun 2026 09:00:00 GMT Can you expense AI training through your employer's learning budget? How reimbursement policies work, why certification usually matters, and what to submit. https://fautons.com/blog/is-an-ai-certificate-worth-it-2026 https://fautons.com/blog/is-an-ai-certificate-worth-it-2026 Sat, 27 Jun 2026 09:00:00 GMT Is an AI certificate worth it in 2026? An honest look at what a credential does and doesn't prove — and when it pays off. https://fautons.com/blog/ai-skills-every-professional-needs-2026 https://fautons.com/blog/ai-skills-every-professional-needs-2026 Sat, 27 Jun 2026 09:00:00 GMT The AI skills that actually matter for professionals in 2026: judgement, workflow design, verification, and the habits that make them stick. https://fautons.com/blog/how-uk-government-buys-training-2026 https://fautons.com/blog/how-uk-government-buys-training-2026 Fri, 10 Jul 2026 09:00:00 GMT Frameworks, DPS and the Procurement Act, explained: how UK government buys training in 2026 and where suppliers actually fit. https://fautons.com/blog/ai-skills-west-midlands-skills-bootcamps https://fautons.com/blog/ai-skills-west-midlands-skills-bootcamps Fri, 10 Jul 2026 09:00:00 GMT Skills Bootcamps are now commissioned locally, not nationally. How funded AI and digital training works in the West Midlands, and who to ask. https://fautons.com/blog/civil-service-5-days-learning-ai https://fautons.com/blog/civil-service-5-days-learning-ai Fri, 10 Jul 2026 09:00:00 GMT Every civil servant gets 5 days of learning a year. Most go unused. A day-by-day plan for spending them on AI skills that actually stick. https://fautons.com/blog/copilot-vs-claude-vs-chatgpt-government https://fautons.com/blog/copilot-vs-claude-vs-chatgpt-government Fri, 10 Jul 2026 09:00:00 GMT Copilot, Claude or ChatGPT for your public sector team? An honest comparison from a Claude specialist, including where Copilot wins. https://fautons.com/blog/responsible-ai-use-civil-servant https://fautons.com/blog/responsible-ai-use-civil-servant Fri, 10 Jul 2026 09:00:00 GMT What responsible AI use actually means day to day for a civil servant: three habits, a practical checklist, and where to check the rules.