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Dan Cumberland

I see this every week with AI teams (and it is't good)


Hi Reader,

I see this every week.

A company adopts AI. Everyone starts using it. Nobody's aligned.

Marketing writes one way. Sales writes another. The founder writes a third.

Same company. Three completely different voices.

The Gap Nobody Talks About

The biggest gap in AI adoption isn't tools. It's context.

Everyone has ChatGPT. Or Claude. Or Gemini. But nobody has shared guidelines.

No voice standards. No ICP definition. No operating principles.

So every person gets a different AI—because they gave it different context.

Two people? You can probably wing it.

Five people? It's getting messy.

Ten or more? You need a system.

The Fix: Shared Context Files

Here's what I build for every client:

Six core files.
Updated quarterly.
Shared across the entire team.

When every team member loads the same context files, you get the same brand voice out. Different people. Different prompts. Same standards.

That's alignment.

The six files:

  1. Brand Voice Guide - How you sound (tone, vocabulary, what to avoid)
  2. ICP Definition - Who you're talking to (pain points, language they use)
  3. Operating Principles - How you make decisions (your philosophy)
  4. Product/Service Overview - What you actually do (positioning, differentiators)
  5. Competitor Context - How you're different (what to say, what not to say)
  6. Example Library - What great looks like (approved outputs to model)

Same context in. Same quality out. No more brand drift.

The Deeper Truth

Context management is now a business function.

Most teams treat AI like individual software— everyone downloads it, everyone figures it out on their own.

But AI is different. AI learns from what you give it. And if everyone gives it different information, you get different outputs.

The companies winning with AI right now are the ones who've systematized what every AI tool knows about their brand.

Treat context like you treat brand guidelines.
Document it.
Share it.
Update it.

Your Next Steps

Here's what I want you to do this week:

  1. Audit the chaos - Ask three team members to generate the same piece of content with AI. Compare the outputs. Notice the differences.
  2. Start with voice - Create one document: your brand voice guide. What words do you use? What words do you never use? How do you sound?
  3. Share it - Put that file somewhere everyone can access it. Make "load this context first" part of your AI workflow.

One file won't fix everything. But it's the first step toward consistency.

Want the Full Template Pack?

I built a Core Context Files Template Pack—the exact six files I create first in every client implementation.

Grab the template pack here (It's 100% free! No opt-in) →

Keep building,

-Dan

P.S. If you're leading a team through AI adoption and need help building alignment, let's book a call and see if I can help.

Dan Cumberland

Weekly AI strategies to reclaim 15+ hours/week— without sounding like a robot. Real systems. Real results. Your voice intact. Join 14,000+ founders.

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