AI
How to Use AI to Find Flaws in Business Documents
Stop using AI to write your first drafts. Its real power comes out when you use it to find fatal logic flaws in documents you wrote yourself.
Brian Arfi · Brobri
Brian's writing on AI, careers, and building products. All from real experience, not theory.
AI
Stop using AI to write your first drafts. Its real power comes out when you use it to find fatal logic flaws in documents you wrote yourself.
AI
Building an AI assistant is easy. Building one you actually use every day is different. Here is how to measure if your AI is actually doing the work.
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Goal setting often becomes a bureaucratic nightmare for small teams. Learn how to use AI to handle the admin work and keep your team moving fast.
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You want to work faster with AI but end up fighting the app instead. Here is how to build a digital workspace without learning how to code.
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The people who move fastest in an AI workshop are not the most technical. They are the ones who walk in carrying one specific job that annoys them.
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See how I shifted from relying on large engineering teams to building autonomous AI workflows that create massive leverage.
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AI cannot replace product managers in system architecture. Here is why outsourcing deep technical decisions to machines will cost you time and credibility.
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Stop using AI just for coding. The most powerful way I use it every morning is to build a realistic daily schedule that actually prevents burnout.
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Validating a startup idea does not require burning investor money. Here is how to test the market quickly and cheaply, based on 20 years of experience.
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A one hour meeting with ten people is not one hour. It is ten hours of work burned in a room, usually to produce one sentence.
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Stop treating AI like a search engine. Learn the four components of a perfect prompt to automate your daily office tasks and save hours of work.
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A great product is useless if the market is not ready. You must understand the ecosystem first, then use modern leverage to build efficiently.
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Product management is rarely about math. It is about managing egos, resolving conflicts, and knowing when to use tools versus when to just listen.
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Many think a side business means working 16 hours a day. Here is how I build my professional side hustles without sacrificing my full-time job or health.
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Stop reading thousands of customer complaints one by one. Here is how I use AI to process user data instantly and spot problems sampling misses.
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Stop stalling product meetings because you lack technical skills. Learn how to use AI to draft data structures and lead architecture discussions yourself.
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Handing out AI licenses to your team will not magically boost productivity. AI is about change management, not just technology. Here is how to fix it.
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I took on multiple clients to reach financial freedom faster. Instead, I became a slave to my own work. Here is how I fixed it.
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Writing a business plan for a weekend project is often just a delay tactic. Here is how to use AI as a sparring partner to validate your idea instantly.
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I manage four product teams while building two AI startups. My secret is not working harder. It is treating AI as a system executor.
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Most SOPs are dead documents. Here is how to use AI and screen recordings to build execution checklists your team and AI agents will actually use.
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The fear is that AI cuts the person you should have hired. The harder question: are you sure your manual screening is not already doing that?
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Most people rehearse delivery. Presentations collapse in Q&A. Here is how I use ChatGPT as a hostile executive the night before.
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Many panic that AI will take over jobs. But AI is blind to business context. Here is why professionals who understand real problems are completely safe.
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You are collecting random AI tricks instead of building a structured system. Here is why you feel overwhelmed and how to actually fix it.
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People ask if it is worth using personal money to learn AI for work. The answer depends on how you value your time and the hidden cost of manual work.
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How to use AI for competitor research and cut manual work, plus what we actually break down inside the AI Circle workshop.
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Working from home with kids is chaotic. Here is how I manage distributed product teams across time zones without demanding eight hours of silence.
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Most AI generated product roadmaps are useless. Here is how to give AI the business context it needs to create product plans you can actually execute.
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Treating your home life and office work as one single backlog is how you survive remote work. Here is the exact system I use to manage both.
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Stop feeding your experience into an AI and asking for a professional resume. You get robotic junk. Here is how I prompt AI to keep my human voice.
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Stop wasting hours summarizing meetings. Here is the exact AI workflow I use to turn raw, messy transcripts into ready-to-execute action items in minutes.
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I stopped doing repetitive work and built an AI system that runs itself. Here is the exact daily workflow I use to get my time back.
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Stop asking which AI tool is the best. Map your daily tasks, find the repetitive ones, and let AI handle them. Here is how I do it.
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A year ago this needed an engineering team. Now one video feeds eight channels on autopilot, built by one product guy and AI. Here is what actually changed.
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Most corporate AI training fails. A practical framework from 20 years of building products: the AI-Native Ladder, how to run a pilot, and what to measure.
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The $4M+ on my homepage is yearly savings, achieved before the AI era. The principle has not changed since. Who gets to apply it has.
Karir
Four teams, four roadmaps, everything feels urgent. Focus means turning down good work for the one thing that matters most today.
Startup
I made a decision doc impossible to edit, on purpose. Once changing it became expensive, the approval finally meant something.
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I asked AI to draft a semester roadmap from memory. It looked finished. Then I checked it against the original vision doc and found the holes.