To break through conventional thinking, create a virtual 'board of directors' in your AI chat. Assign it the personas of different experts (e.g., David Ogilvy, a modern TikTok creator) and prompt it to debate a marketing problem from their unique and opposing viewpoints to uncover novel strategies.

Create distinct AI agents representing key executives (e.g., CEO, CMO, CSO). By posing strategic questions to each, you can simulate how different departments might react, identify potential misalignments in priorities, and refine proposals before presenting them to real stakeholders.

To build a useful multi-agent AI system, model the agents after your existing human team. Create specialized agents for distinct roles like 'approvals,' 'document drafting,' or 'administration' to replicate and automate a proven workflow, rather than designing a monolithic, abstract AI.

To get robust feedback, create an AI tool that simulates a "war council." It spins up multiple AI sub-agents, each with a specific persona like "Ruthless CFO" or "Contrarian Board Member," to debate a critical decision from all angles.

For complex strategic decisions, create multiple AI personas representing different mentors or archetypes. Instruct this AI "board" to debate the issue among themselves before presenting you with a summary of their diverse viewpoints, avoiding the bias of a single AI voice.

Move beyond simple prompts by designing detailed interactions with specific AI personas, like a "critic" or a "big thinker." This allows teams to debate concepts back and forth, transforming AI from a task automator into a true thought partner that amplifies rigor.

Separating AI agents into distinct roles (e.g., a technical expert and a customer-facing communicator) mirrors real-world team specializations. This allows for tailored configurations, like different 'temperature' settings for creativity versus accuracy, improving overall performance and preventing role confusion.

Markup AI's CEO built AI profiles for figures like Steve Jobs. Before board meetings, he runs his deck by this "fantasy board" to get instant, diverse feedback, effectively bringing expertise into the room that isn't physically there.

Instead of creating one monolithic "Ultron" agent, build a team of specialized agents (e.g., Chief of Staff, Content). This parallels existing business mental models, making the system easier for humans to understand, manage, and scale.