4-lesson course · about 2 hours

Absorbing Client Feedback Without Rewriting the Direction

For Creative directors, art directors, design leads and brand leaders

Everything for Creative directors

For creative directors and design leads managing complex feedback cycles. Learn to use AI agents to map comments to your approved brief, flag conflicts, and protect your core concept from dissipating by round four.

Try lesson 1 freeSee what you’ll learn

What you’ll be able to do

By the end, you can…

Map feedback to objectivesConnect every client comment directly to a specific objective in your approved brief. This allows you to verify if a request supports the original goal or deviates from the agreed creative direction.
Automate feedback routingConfigure an AI agent in Dots or Claude Duet to tie approved comments to specific asset versions. You will use this to classify feedback as a simple correction, a preference, or a strategic shift.
Flag creative conflictsIdentify and flag contradictory stakeholder notes that would break the core creative idea. Use AI to detect when a request contradicts a brief constraint before it triggers a total rewrite.
Respond strategicallyDraft responses to stakeholders that address the underlying strategic goal rather than averaging surface requests. You will learn to choose a creative path based on objectives when clients disagree.
Track brief updatesSet up a proactive agent to trigger immediately when a new brief version is approved. Use it to generate a complete list of affected deliverables and audit assets to identify required changes.
Filter preferences from decisionsDifferentiate between a stakeholder's personal preference and a final creative decision. This prevents unnecessary direction shifts and ensures the original concept remains recognizable at delivery.

How it works

A tutor that meets you where you are

  1. Adaptive LessonsThe course material is not static. It adjusts in real-time to your current experience level, ensuring the depth and pace of each lesson match your existing knowledge.
  2. One-on-One AI TutoringYou have a dedicated AI tutor available at all times. You can ask for clarification or deeper examples using typed text or out-loud voice conversations.
  3. Integrated PracticeEvery lesson is paired with targeted quizzes and digital flashcards. These tools ensure you have mastered the specific techniques before moving to the next module.
  4. Progress TrackingA visual progress map lets you track your journey from intermediate to advanced. Once you complete all requirements, you receive a certificate of completion.

Curriculum

The curriculum

A focused four-lesson program designed to move you from manual feedback management to an agent-led system.

Module 1Mapping Feedback to the Brief2 lessons

  1. 1Configuring the Feedback-Routing Agent
    • Define a remit for a feedback-routing agent using Dots or Claude Duet
    • Configure an agent to tie approved comments to specific asset versions
    • Configure the agent to classify feedback into categories such as preference, correction, or strategic shift
  2. 2Mapping Comments to Brief Objectives
    • Map incoming client feedback to specific objectives in the approved brief
    • Identify feedback that deviates from the agreed-upon creative direction
    • Use AI to flag when a request contradicts a brief constraint

Module 2Handling Conflict and Change2 lessons

  1. 3Resolving Contradictory Feedback
    • Identify and flag contradictory feedback that would break the core creative idea
    • Draft responses to stakeholders that address the underlying strategic goal rather than the surface request
    • Choose a creative path based on the brief's objectives when stakeholders disagree
  2. 4Managing Brief Updates
    • Configure a brief-update proactive agent to trigger when a new version is approved
    • Generate a list of affected deliverables when a brief is updated
    • Audit assets against a new brief version to identify required changes

Who it’s for

Made for you if…

Made for: Creative directors, art directors, design leads and brand leaders

Creative Directors

You manage multi-round feedback cycles where the original concept dissipates over time. This course helps you use AI agents to protect the core idea so your work doesn't become unrecognizable by the final version.

Design Leads

You find yourself reworking the entire creative direction every time a new round of comments arrives. You need a systematic way to filter stakeholder preferences from final decisions to stop unnecessary direction shifts.

Brand Guardians

You are responsible for ensuring that a campaign stays true to the approved strategic objectives across various deliverables. You need tools to automatically flag contradictory feedback that would break the brand's core creative logic.

Agency Studio Heads

You oversee teams struggling with 'death by revisions' and inefficient feedback loops. This system allows your leads to respond to the underlying strategic questions of a client rather than simply averaging conflicting requests.

Questions

Good to know

Which AI tools will I learn to use in this course?

You will learn how to use Dots (OpenAI) or Claude Duet (Anthropic) to build and configure your agents. The course focuses on using these as proactive agents to manage feedback and brief updates.

Do I need a current project to apply these techniques?

Yes, a prerequisite for this course is having a defined creative brief for either a current project or a sample project. This ensures you can practically map feedback to real objectives.

Does this course teach me how to write the initial creative brief?

No, writing the initial brief is explicitly excluded. The material starts with an approved brief and focuses on how to absorb feedback without eroding the original direction.

How does the course help with contradictory stakeholder feedback?

You will learn to identify and flag comments that would break the core creative idea. Instead of averaging these requests, the course teaches you to respond by addressing the underlying strategic goal.

What is a 'feedback-routing agent' and what does it actually do?

It is an AI agent configured with a specific remit to tie approved comments to specific asset versions. It classifies feedback into categories such as preferences, corrections, or strategic shifts to keep revisions precise.

How does the course handle changes to the brief mid-project?

You will configure a brief-update proactive agent that triggers when a new version is approved. This agent automatically generates a list of all affected deliverables and audits assets to identify necessary changes.

Will I learn how to generate images or videos with AI?

No, the course excludes image generation techniques like Midjourney or Higgsfield. The focus is entirely on the management, classification, and routing of feedback to protect the concept.

What level of AI experience is required to start?

The course is designed for intermediate to advanced learners. You should have basic familiarity with generative AI tools and experience leading creative teams and managing client approvals.

Secure your creative direction

$47

One payment · lifetime access

  • Configuring feedback-routing agents in Dots or Claude Duet
  • Tying approved comments to specific asset versions
  • Classifying feedback into preferences, corrections, or strategic shifts
  • Mapping incoming comments to approved brief objectives
  • Identifying and flagging contradictory feedback that breaks the core idea
  • Setting up proactive agents for brief updates and affected-deliverable lists

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Refunds: Full refund if you ask before you open your first lesson. Once you’ve started, purchases aren’t refundable, except where the law gives you that right.

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