Building business apps with Claude: the long tail of tools nobody had time to build
Every company has a backlog of small internal tools that were never worth a developer's time. Claude changes that maths, if you also handle the governance.
ClaudeBuilding with AI
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Building a CRM with Claude: when a custom one beats an off-the-shelf one
A CRM is mostly structured data and a few workflows, which is exactly what Claude Code is good at. The question isn't whether you can build one, but whether you should.
ClaudeBuilding with AI
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Building an MVP with Claude: fast, but mind the line between prototype and product
Claude Code makes building a working MVP genuinely fast, even if you're not an engineer. The skill is scoping tight and knowing where a prototype stops being safe to ship.
ClaudeBuilding with AI
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Using Claude in VS Code: what Claude Code actually does
Claude Code turns Claude into a coding agent that lives in your editor: it reads your project, plans, edits files, and runs commands, with you approving as it goes.
ClaudeBuilding with AI
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What is corporate AI training? A plain guide for 2026
Corporate AI training is hands-on, tailored teaching that gets a company's teams using AI safely and well on their real work. Here's what it covers and why it's different.
AI trainingAI adoption
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AI training for executives: leaders don't need to prompt, they need to lead it
Executive AI training isn't a tools workshop. It's the literacy to ask better questions, set the strategy, and use AI visibly enough that the org follows.
AI trainingLeadership
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AI training for legal teams: the verification is the job
Lawyers have been sanctioned for filing AI-invented case citations. The training that matters teaches confidentiality and verification, not just prompting.
AI trainingLegal
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AI training for marketing teams: more output is the easy part
Marketing teams adopt AI fastest and feel the brand risk first. Good training is less about generating more and more about keeping it on-brand and true.
AI trainingMarketing
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AI training for finance teams: where it pays off, and where it bites
Finance is high-stakes and regulated, which makes generic AI training useless and good training valuable. Here's what it should cover for a finance team.
AI trainingFinance
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In-house vs outsourced AI training: which is right for your team?
Build the capability internally or bring in a provider? It's rarely either/or, here's how to decide, and the hybrid path most teams land on.
AI trainingBuyer's guide
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How to choose an AI training provider: a buyer's checklist
Every AI training provider sounds the same on a slide. Here are the questions and red flags that actually separate the ones who change how a team works.
AI trainingBuyer's guide
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How much does corporate AI training cost? What actually sets the price
There's no sticker price for corporate AI training: it's scoped, not shelved. Here are the factors that move the number and how to compare quotes.
AI trainingBuyer's guide
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Five research-backed frameworks for designing human–AI products
AI UX feels new, but the hard questions were answered years ago. Five frameworks (from Google, Microsoft, and decades of HCI research) every team should know.
AI literacyProduct managementUX
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The five levels of AI autonomy, and why most "agentic AI" is really L3
Borrowed from self-driving cars, a levels scale turns "is this agentic?" from a vibe into a question you can answer. Most of what ships today is L3.
AI literacyAI agents
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Model, app, harness, tool: the AI vocabulary that separates a PM from an engineer
Half the arguments teams have about "AI" are really arguments about which layer they mean. Four words fix that, and change how you scope every feature.
AI literacyProduct management
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Why 95% of AI pilots fail — and what the 5% do differently
MIT found 95% of enterprise GenAI pilots show no measurable P&L return. The failure isn't the models — it's how pilots are run.
AI transformationAI strategy
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What does a Head of AI actually do?
Not "chief prompt officer." The role owns the gap between AI access and AI outcomes — here's the mandate, the org design, and the first 90 days.
Head of AILeadership
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How to measure AI ROI without fooling yourself
License counts and login charts aren't ROI. A three-layer framework — capability, usage, outcomes — for measuring what AI actually returns.
AI ROIMeasurement
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Which workflow should you automate first?
Not the flashiest demo, and not your most painful process. Score candidates on frequency, pain, data readiness, blast radius, and ownership.
Workflow automationAI agents
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The case for letting people mess around with AI
To get people experimenting with AI, you have to encourage them to play with it first.
AI adoptionEnablement
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