Putting the busywork on autopilot.

Putting the busywork on autopilot.

Putting the busywork on autopilot.

Designing a scalable marketing operating system.

Designing a scalable marketing operating system.

Designing a scalable marketing operating system.

I designed and built three complementary systems.

Modular geometric architecture in cobalt, orange, magenta, and yellow

THE OPPORTUNITY

Repeatable work needed repeatable systems.

Repeatable work needed repeatable systems.

Repeatable work needed repeatable systems.

Recurring marketing work needed more than one-off prompts. I built three complementary systems to make intelligence reusable and execution repeatable.

01 / MARKETING SKILLS

Make expertise reusable.

Make expertise reusable.

Make expertise reusable.

Canonical context captures durable company, product, and market knowledge.

Execution playbooks put that knowledge to work through reusable, task-specific methods.

Canonical context and execution playbooks

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02 / GTM

Put proof to work.

Put proof to work.

Put proof to work.

Customer proof turns anonymized evidence into sales materials. Onboarding proof connects feature adoption to relevant peer examples.

Customer proof and onboarding proof

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03 / PMM INTERNAL

People own the decisions.

People own the decisions.

People own the decisions.

Competitive intelligence, launch intake, and adoption workflows—prepared by automation, interpreted and approved by people.

Recurring PMM workflows and human approval checkpoint

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THE RESULT

More repeatability. More room for judgment.

More repeatability. More room for judgment.

More repeatability. More room for judgment.

Reusable marketing intelligence. More consistent execution. More room for strategic work and human judgment.

Qualitative outcomes, with human oversight—not unverified productivity or business-impact claims.

Claude

GitLab

Temporal

Slack

Notion