Take the assessment
Creative Engineering · A framework by Davies Meyer

Marketing that works like a system.

Creative Engineering is the method for brands that have stopped producing campaigns — and started building systems. One framework. Freely accessible.

25+
Years of experience
500+
Successful projects
100+
Experts & specialists

Trusted by leading brands

PepsiCoHenkelEWEMedion
Creative Engineering rocket
§ 02 — The shift

From brief to machine.

Classic marketing produces output. Creative Engineering produces systems that produce output.

Classic marketing
Creative Engineering
Campaign-based
System-based
Linear process
Iterative loop
Single output
Variants & scale
Tool-driven
System-driven
Human in the loop
Human on the loop

The end of the brief. The rise of intelligent systems.

Classic marketing relies on a flawed interface: the brief. A static handover of information that's already outdated the moment it's written. In that construct, the human inevitably becomes the operational bottleneck.

Creative Engineering redefines the process: we replace the manual brief with the Agentic OS — a living marketing system that continuously ingests context and dynamically optimises output. The radical shift from linear production to systemic architecture.

Status quo

Manual briefs, time-consuming review loops, and static assets that are stale by tomorrow.

Future

Systemic ingestion of context and autonomous agentic loops working 24/7 to optimise your brand.

§ 03 — Methodology

The 5-axis framework.

Five dimensions decide whether a marketing stack is AI-ready — and that's exactly what the assessment measures.

01
Identity
A brand identity AI can inherit as a prompt — not a PDF brand book.
02
Context
Institutional knowledge laid out so an AI can find it in under 30 seconds.
03
Production
Recurring tasks run through templates and processes, not from scratch every time.
04
Measurement
You can tell what worked in under 5 minutes — without going on gut feel.
05
Automation
At least some marketing tasks run without your daily approval in the loop.

AI is an accelerator, multiplier and translator — it does not replace strategy, it operationalises it.

§ 04 — Playbook

Build your first autonomous marketing operating system.

Tool-agnostic. Seven layers from Identity to unsupervised Automations. PDF, 38 pages, vendor-neutral. The complete blueprint for your Agentic OS.

The Philosophy

The tool becomes irrelevant. The system beneath it is everything.

All major AI tools are converging — they increasingly offer the same core capabilities. What truly makes a difference is the system beneath: simple text files that store knowledge, preferences and rules. The biggest advantage: it is portable. When you switch tools, you simply take your operating system with you.

Format
PDF · 38 pages
Time
1 weekend for setup
Output
1 Chief-of-Staff agent
Tool stack
agnostic

The 7 Layers

From the core (Identity) outward to unsupervised processes (Automations). Each layer builds on the previous one.

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
Unsupervised processes

The very first file your AI system reads. If you don't define this, the AI always starts from zero.

Inhalt

Communication style (direct vs. diplomatic, bullet points vs. prose) plus clear non-negotiables.

Beispiel

"Never send an external email without my approval."

Hack

Don't write this file yourself. Ask an AI for 15 questions about your working style, answer by voice, and have the draft written for you.

Generic knowledge is a Google search away. What AI cannot learn from the internet: your structure, roadmap, goals.

Inhalt

3–5 focused one-pagers — stakeholder overview, annual goals, working principles.

Beispiel

A 1-pager on the 12 most important stakeholders, their priorities and relationship dynamics.

Hack

The moment you explain a situation to the AI for the second time, it belongs in the context document.

A skill is a reusable instruction. Knowledge workers typically have 20–30 such patterns.

Inhalt

Format: "When I say [Trigger], execute [Process] with [Sources] and deliver [Format]."

Beispiel

Pre-Read · Daily Brief · Voice Match — three skills every Chief of Staff needs.

Hack

Observe what you repeat for a week. That list is your skill roadmap.

Modern AIs have auto-memory, but you must consciously steer what matters.

Inhalt

Decision log (what was decided, when, and why?) plus relationship context.

Beispiel

"CMO responds positively to data, allergic to buzzwords. Last feedback: too long."

Hack

After every important decision: two sentences in the memory file. Worth gold in 6 months.

This is where you connect the agent to calendar, inbox, Slack, Jira. Nowhere is discipline more important.

Inhalt

Read-only first. Write permissions must be earned by the system over weeks.

Beispiel

Weeks 1–4: read only. Week 5+: create drafts. Autonomous sending only after 8 weeks.

Hack

Avoid "gossiping agents" — AIs that leak private notes into the company Slack through loose permissions.

Hallucinations are not the problem. Confident half-truths are the problem.

Inhalt

3–5 quick checks per task (tone, facts, sources) — under one minute.

Beispiel

Before sending: "Is every name correct? Is every figure sourced? Is the tone my tone?"

Hack

Your OS has a shelf life of ~8 weeks. Quarterly audit: remove outdated files, delete unused skills.

The final boss — and the biggest lever. This is where you earn your weeks back.

Inhalt

Three rules: only what you have tested manually. Drafts first, then send. Always logs.

Beispiel

Morning briefing at 7:00, weekend inbox triage, automatic pre-read before every meeting.

Hack

Logs are not bureaucracy — they are your insurance against "what did the agent do overnight?".

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
  • Audit process for the 8-week shelf life of your OS
The compound effect

You build the first agent in a weekend. The second in an afternoon.

Once the foundation is in place, the biggest lever kicks in: scalability. Your second agent — for content, research, reporting — immediately inherits Identity, rules and context.

1 WKD
Initial build
1 AFT
Follow-on agents
8 W
OS shelf life
0 €
Tool lock-in

Get the playbook

Straight to your inbox. No newsletter, no sales call — promised.

By submitting you agree to our privacy policy.

§ 05 — Economics

The mathematics of systemic marketing.

Creative Engineering isn't a philosophical stance — it's an answer to the scaling trap of digital production.

In the classic model, costs scale linearly with output: C(O) = k · O. You pay for every working hour and every asset, again and again.

Creative Engineering breaks the scaling trap. After an initial investment in your marketing system, the marginal cost for every further variation, localisation and generated asset trends rapidly toward zero.

While the competitor pays 100 hours for 100 campaign variations, your system generates 10,000 variations at no meaningful added cost. That is the irrefutable economic superiority of agentic systems.

Cost vs Output: linear vs system-based0Output (variants, assets, localisations)CostClassic · C(O) = k · OCreative Engineering · MC → 0
100×
more output at the same budget
MC → 0
marginal cost per new variation
initial investment instead of linear spend

Build marketing as a system and you sell at scale. Build it as a campaign and you sell by the hour.

§ 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

38 pages. 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

From concept to enterprise architecture.

The framework is the blueprint. To establish Creative Engineering as an industrial standard inside your organisation, we offer an interlocking ecosystem.

01
Diagnosis & Design

creativeengineering.ai

Objectify your status quo with the assessment, close the knowledge gaps with the playbook.

Take the assessment
02
Self-serve workbench

app.favorade.com

Theory into practice. Favorade is the operating system for building marketing agents, testing blueprints and making AI immediately usable for your team.

Open Favorade
03
Enterprise custom engineering

Davies Meyer

For global brands with complex structures, custom semantic layers or strict governance requirements, our architects orchestrate bespoke high-end systems.

Request a conversation
Enterprise inquiry

Briefly describe what you're trying to do.

We'll be in touch within one business day. No newsletter, no pipeline funnel — just a reply.

§ 08 — Who we are

This framework has been built in practice over 25 years.

Creative Engineering is not our marketing language — it is how we work. Davies Meyer is a 100-strong creative and technology agency with offices in Hamburg, Berlin, London, Zurich and Novi Sad.

We work for brands like PepsiCo, Henkel and EWE and have developed and refined the methods on this page across 500+ projects. What you read here is not theory — it is what works for us every day.

daviesmeyer.com AI Solutions
25+
Years of experience
500+
Projects
150+
Clients
100+
Experts
§ 09 — FAQ

Common questions.

Is the playbook really free?+
Which AI tool do I need?+
Who is the playbook for?+
What is the difference between this playbook and the AI Solutions offer?+
How long does the setup take?+