Compare the approaches
Three sensible ways to work with AI.
Choose by what your team wants to operate – not by what the tools can generate.
Five decision criteria, compared across three approaches
AI chat
ChatGPT, Claude or Perplexity
- Best when
- One person holds the whole picture.
- Context and memory
- You bring the context to each task.
- Review
- You prompt and judge each task.
- Multiple brands
- You organize the chats and files.
- Maintenance
- You adapt the workflow.
AI agents
Claude Code, Codex or similar
- Best when
- Building the system is part of the work.
- Context and memory
- Your retrieval system supplies what you capture.
- Review
- The system follows the rules and gates you build.
- Multiple brands
- You design and test the separation.
- Maintenance
- You maintain the system and method.
Creative Engines
Strategy-to-content marketing platform
- Best when
- The method must work across people and handoffs.
- Context and memory
- Work starts from approved brand knowledge and buyer evidence.
- Review
- Buyer-grounded challenge and human approval are built in.
- Multiple brands
- Each brand has its own workspace.
- Maintenance
- Creative Engines maintains the method. You own the strategy, creative judgment and approval.
| Compare | AI chatChatGPT, Claude or Perplexity | AI agentsClaude Code, Codex or similar | Creative EnginesStrategy-to-content marketing platform |
|---|---|---|---|
| Best when | One person holds the whole picture. | Building the system is part of the work. | The method must work across people and handoffs. |
| Context and memory | You bring the context to each task. | Your retrieval system supplies what you capture. | Work starts from approved brand knowledge and buyer evidence. |
| Review | You prompt and judge each task. | The system follows the rules and gates you build. | Buyer-grounded challenge and human approval are built in. |
| Multiple brands | You organize the chats and files. | You design and test the separation. | Each brand has its own workspace. |
| Maintenance | You adapt the workflow. | You maintain the system and method. | Creative Engines maintains the method. You own the strategy, creative judgment and approval. |
Evaluate the platform for the way you work.Ask your AI →
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We use agentic AI every day to build the product.
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