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Creative Engineering · A framework by Davies Meyer

Turn strong ideas into a way of working that keeps improving.

Creative Engineering connects strategy, creativity and technology. We put brand knowledge to work and turn ideas into content, digital experiences and reusable workflows. A freely accessible framework by Davies Meyer.

Strategy
A clear direction
Creativity
Ideas grounded in the brand
Technology
Reliable delivery

Trusted by leading brands

PepsiCoHenkelEWEMedion
Creative Engineering rocket
§ 02 — The shift

From an idea to the next better decision.

Strategy, campaigns and digital platforms can achieve more when knowledge and lessons from delivery inform one another.

Starting point
What it enables
Strategic decision
Shared direction
Brand knowledge
Usable context
Creative idea
Relevant content and experiences
A tested workflow
Purposeful reuse
Learning and review
The next better decision

Good briefs become shared knowledge.

A strong idea needs clarity about people, buying motives, the brand and the objective. We make that foundation accessible across strategy, creativity and development so the knowledge remains useful beyond a campaign.

AI can organise information, prepare variants and support recurring steps. We deliberately define its tasks and who reviews the results. We take responsibility for the concept and the quality of our work.

The task

A strategic priority, a clear idea and an agreed quality objective.

Continuous improvement

Review results, learn from use and reuse proven foundations for the next task.

§ 03 — Methodology

The 5-axis framework.

Five perspectives on your starting point. The assessment structures your self-assessment and suggests possible next steps.

01
Identity
Positioning, brand voice and clear rules for creative decisions.
02
Context
Accessible brand, customer and product knowledge with traceable sources.
03
Production
Strong ideas, good source material and reusable production workflows.
04
Measurement
Relevant measures and lessons that inform the next decision.
05
Automation
Purposeful support for recurring tasks with clear review and accountability.

The five axes help assess your starting point. The seven playbook layers structure the implementation of an agent system.

Live tool — AI Diagnostic Lab

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§ 04 — Playbook

Build your first workflow with an AI agent.

Seven layers from Identity to Automations. The playbook explains implementation through a Chief-of-Staff agent: a practical introduction to one part of our method.

The Philosophy

Knowledge and rules make the difference.

Documented context, clear instructions and traceable decisions can support further tasks. Open formats make it easier to switch tools. Integrations, permissions and functionality still need to be checked when switching.

Format
PDF · 44 pages (German edition)
Time
Test step by step
Output
1 Chief-of-Staff agent
Tool stack
agnostic

The 7 Layers

Each layer adds to the foundation, from brand knowledge and rules to tested automation.

01
Identity
Rules & voice
02
Context
Specific knowledge
03
Skills
Reusable workflows
04
Memory
Structured recall
05
Connections
Tool access, read-only
06
Verification
Fact & quality checks
07
Automations
Tested automation
Beyond marketing

Seven layers as a starting point.

Context, sources and approvals also matter in operational work. For each process we assess which layers are needed and how they fit the existing system.

Marketing
Operations
01Identity
MarketingBrand voice & rules
OperationsGuardrails: what the agent must never do
02Context
MarketingInstitutional knowledge
OperationsBusiness data from the core system (ERP)
03Skills
MarketingReusable workflows
OperationsThe process steps (diagnosis, calculation, …)
04Memory
MarketingStructured recall
OperationsThe case state across the phases
05Connections
MarketingTool access, read-only first
OperationsCore-system integration: read first, writing earned later
06Verification
MarketingProtection from being “confidently wrong”
OperationsConfidence threshold → uncertain cases go to a human
07Automations
MarketingUnattended processes
OperationsLive write path — last, with human sign-off

What you take from the playbook

  • A portable Identity file that every future agent inherits
  • A 7-day plan for building your first Chief-of-Staff agent
  • 13 immediately usable skill templates (Pre-Read, Daily Brief, Voice Match …)
  • A Verification framework against "confidently wrong" AI outputs
  • A security checklist against gossiping agents
  • A review process for maintaining knowledge, rules and integrations
The compound effect

Build on a tested foundation.

Further agents can reuse relevant knowledge and proven rules. Each new task still needs its own tests, appropriate permissions and clear accountability.

Context
Put knowledge to work
Rules
Clarify expectations
Review
Assess quality
Maintain
Keep foundations current

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Delivered once to your inbox. No newsletter or sales call. You can separately choose a companion learning series.

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§ 05 — Economics

Reuse. Review quality. Understand the effort.

Economics depend on the workflow: purposeful reuse, appropriate review and reliable operation.

A campaign needs an agreed idea, source material, formats and quality criteria. Some foundations can then be reused for additional variants or markets.

AI can prepare selected adaptations. Brand fit, factual accuracy and suitability for the channel still need review. More output alone does not establish a better result.

We compare setup, production, review and operating effort. We evaluate whether time is freed, costs fall or additional content becomes possible against the agreed task.

Setup

Concept, sources and templates

Delivery

Production, adaptation and review

Operations

Model costs, maintenance and improvement

Economics and quality become assessable in the project.

§ 06 — Resources

Tools for Creative Engineers.

Practical resources for marketing professionals who want to use AI systematically — not as an experiment, but as an operating system.

Assessment · 4 min · Free

AI readiness score in 4 minutes

20 yes/no questions across 5 axes. Score 0-100, tier readout, concrete next step. No email needed — answers stay in your browser.

Start the assessment
Playbook · PDF · Free

Agentic OS: Build a Chief-of-Staff agent in 7 layers

44 pages (German edition). Tool-agnostic. From the Identity layer to unsupervised automations — the complete blueprint for your first AI agent.

Download now
Mini-courses · 5 days · Free

Three 5-day email courses on AI marketing systems

Brand voice for AI agents · marketing system audit · agent briefing patterns. One email per day, self-contained courses — straight to your inbox.

View mini-courses
Online course · Q3 2026

Creative Engineering Bootcamp

6 modules, 4 weeks. From theory to a running marketing machine. With live sessions, templates and personal feedback.

Sign up for early access
§ 07 — Your path

The right next step for your task.

Learn independently, explore practical applications or deliver a project together. Choose the starting point that fits your situation.

01
Method and orientation

creativeengineering.ai

Use the assessment to reflect on your starting point and explore the method through the playbook.

Take the assessment
02
Practical applications

AI Solutions

Explore AI workflows for content, data and existing systems, including the prerequisites and review steps needed for implementation.

Explore AI applications
03
Deliver together

Davies Meyer

A content workflow, an existing CMS or a recurring report: together we define the task, intended result, quality criteria and the first deliverable step. This can inform a wider platform or system architecture.

Discuss the first step

Want to work with agents yourself? Favorade is an additional tool option.

Project inquiry

Briefly describe what you're trying to do.

Tell us about the task and what is already in place. We will respond with a suitable next step.

We use your details to respond to your inquiry. Privacy policy

§ 08 — Who we are

A method developed through the work of Davies Meyer.

Davies Meyer connects strategy, creativity and technology. Creative Engineering describes how these disciplines work together on brands, content and digital experiences.

Explore our services and projects on daviesmeyer.com. AI Solutions goes deeper into practical AI applications. Here we explain the method and provide tools for learning and orientation.

From idea to execution: Alpina · The Lost Colour · EWE · Glas-Raser

Brand
Strategy and positioning
Content
Ideas and production
Tech
Platforms and integration
AI
Purposeful support
§ 09 — FAQ

Common questions.