MArketing
Engineering

MArketing
Engineering

Build marketing systems that give your team room to think.

350+

GenAI creatives in
under 3 months

$746K

total sales in the first
3 months

2.4×

ROAS

*From Budclub case study.

Contact Us Today

More efficient marketing,
built for leading brands.

Connect the work from insight to action.

Start with the workflow, then identify where agents can help your team move from a useful signal to a reviewed next step.

Find the Signal

Bring research, audience questions, and performance inputs into a clearer starting point.

Prepare the Work

Turn approved context into structured briefs, drafts, or campaign building blocks.

Review and Refine

Keep people close to claims, creative decisions, and work that represents your brand.

Learn and Improve

Use team feedback and agreed measures to refine the workflow over time.

Marketing Engineering Services

Workflow Discovery

Workflow Discovery

Identify recurring tasks, handoffs, bottlenecks, and appropriate points for human review.

Agent Strategy and Design

Agent Strategy and Design

Define the task, inputs, outputs, constraints, and success measures before selecting a solution.

Brand Context Systems

Brand Context Systems

Organize approved brand, audience, and product knowledge for use in agent-supported work.

Workflow and Tool Integration

Workflow and Tool Integration

Connect agent tasks to existing processes and tools where access and technical requirements allow.

Review and Governance

Review and Governance

Set permissions, quality checks, escalation paths, and ownership for work that needs human approval.

Measurement and Iteration

Measurement and Iteration

Track agreed workflow measures and use feedback to prioritize refinements.

Our Process: From Workflow to Working System

A focused program finds the gaps, makes prioritized updates, and measures what changes.

Audit

Audit

Map the workflow, inputs, tools, handoffs, and friction points. Agree what should stay human-led.

  • Recurring tasks and handoffs
  • Tools, inputs, and brand sources
  • Human-led decisions and friction points

Design

Design

Choose a focused use case. Define context, agent responsibilities, guardrails, and review steps.

  • Use case, owner, and success measures
  • Brand context and approved inputs
  • Agent boundaries and review steps

Build

Build

Configure and test the workflow against representative tasks and approved source material.

  • Configure agent tasks and workflow
  • Test with representative work
  • Validate outputs and review checks

Improve

Improve

Review quality and adoption with your team. Refine the workflow against agreed measures.

  • Track quality, adoption, and agreed measures
  • Gather team feedback and identify gaps
  • Refine the workflow and priorities
Whitney Hart

Marketing engineering starts with the workflow, not the tool. Give agents the right context for recurring work, and keep people close to the decisions that shape the brand.

Whitney Hart

Chief Strategy Officer, Avenue Z

AEO Insights and Results

Frequently Asked Questions

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Let’s talk. Tell us what you need; we’ll show you what’s possible.

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