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Interactive Field Guide

Build Your First AI-Powered Business System With Claude Cowork

A field-tested path from “I’m not technical” to an agent that runs real parts of your business.

From the
podcast

Based on Michael Stelzner’s AI Explored interview with Isar Meitis, an AI strategist and educator who helps businesses implement AI strategies, and host of the Leveraging AI podcast. Watch or listen →

01
The Cold Open

“I’m Not Technical Enough for This”

It’s the first thing Isar Meitis hears in every workshop. People assume you need to code — or at least be some kind of specialist — before you can build AI systems that run real work.

They’re wrong.

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Everything Isar builds started with the same skill you’re using right now: explaining what you want in plain language. Cowork was designed so non-technical people could reach the agentic capability that used to live behind a command line — with a visual interface showing what the AI is doing, which files it reads, and what plan it’s following.

The Big Idea

You don’t need coding skills. You need the ability to explain what you want. Cowork handles the rest.


02
Your Kit

Three Capabilities That Change Everything

Three interlocking gears

A regular chat is a smart assistant. Cowork is an operator. Three capabilities make the difference — and they only matter in combination.

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The Big Idea

Agentic AI = autonomous planning + persistent memory + tool usage. Together, they run parts of your business without constant supervision.


03
The Terrain

Resources Aren’t the Bottleneck Anymore

A brass compass

What holds most businesses back isn’t people, compute, or budget. Those help — they’re no longer the constraint. Three things are.

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The new bottleneck is clarity, not capacity.


04
The Build

Let Claude Interview You Before You Build

A clipboard with a checklist

Isar never starts by building. He starts by making Claude ask questions — then turns the answers into a spec. Here’s the loop, in five moves. Tap each step:

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Starter prompt

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The critical concept is the MVP — out of a thirty-page spec, the one piece that gives you a quick win without excessive complexity. Isar’s proposal system started as a plain transcript-to-proposal converter. CRM updates, email drafts, and Drive filing came later, one at a time.

Important

Without a paid Claude account or an enterprise agreement, don’t upload proprietary business data. Verify your data-handling policies before connecting sensitive systems.


05
The Safety Net

Build a Devil’s Advocate Into Every Decision

A magnifying glass

Isar builds sophisticated systems. He also knows his judgment isn’t perfect — nobody’s is. So he built a skill he calls “Gotcha.” It runs against any major milestone, hunting for gaps in logic, overlooked edge cases, unnecessary complexity, and tool mismatches. Then it researches each gap online and returns alternatives with specific recommendations.

Here’s the part that matters: he doesn’t read the twelve-page report either. He hands it back to Claude and asks what to fix, why, and how. The system self-corrects before errors compound.

Build “Gotcha”

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The Big Idea

The most valuable skill in your system might not do any “work” at all. It just prevents expensive mistakes.


06
The Wiring

Connect Claude to Your Business Stack

A power strip with multiple plugs

Four ways in, ranked by reliability. Start at the top; add complexity only when the simpler option can’t do the job.

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⚠ Isar’s Warning

Don’t use random third-party MCPs.

You’d be handing a stranger access to both your AI system and your business tools, with no visibility into what happens to your data in between. Build your own — Claude can do it for you.

Security Note

Credentials stay on your machine. On Mac, keep them in Keychain — Claude can authenticate through it without ever seeing the key itself.

Steal These Prompts

The four prompts that do most of the work

Copy and adapt — these are the moves from Isar’s method.

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The Overlook

How Ready Are You to Build?

Tap every statement that’s true for you today.

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Pack Your Kit

Build It This Week

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Go Deeper

Follow Isar Meitis: tutorials and deep dives on his YouTube channel, tactical walkthroughs on the Leveraging AI podcast. His course is Multi-agent Orchestration — details at multiplai.ai.

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AI Business Society — Field Guide · Insights from Isar Meitis · AI Explored · © Social Media Examiner