Michael Couch
Michael Couch
Builds AI-nativesystems that survivethe real world.
I work with founders, operators, and the people closest to the work. Strategy, architecture, and a system they can actually run.
- Practice
- Strategy, architecture, and the build
- With
- Founders and the teams who have to live with the result
- Studio
- couch.cx
/ 01 Work
I work where strategy, technology and execution start to break apart.
- 01AI-native productsTools designed around intelligence, automation and rapid iteration.
- 02Automation infrastructureSystems that reduce drag and increase operating leverage.
- 03CRM + marketing technologyCustomer, campaign and journey systems built for execution.
- 04Agentic workflowsPractical AI workflows that expose signals and move work forward.
- 05Data activationTurning fragmented data into usable commercial intelligence.
- 06Enterprise transformationConnecting ambition to systems, teams and delivery.
- 07Product incubationFocused experiments built to test markets and create leverage.
/ 02 Belief
Most organizations do not fail because they lack ideas.
They fail because their systems cannot carry the weight of their ambition.
The work is the connective tissue: how decisions move, how signals surface, how teams execute, and how fast the organization learns.
Build the system.
Expose the signal.
Shorten the loop.
/ 03 Systems
A small index of products and experiments built through couch.cx.
- PageStashPermanent web capture for researchers and analysts.
- UploadPhoto.orgPassport and visa photos from a phone.
- ThreatBaseSelf-learning threat intelligence agents.
- Brand LockupAdvertising governance that behaves like code.
- Creative PatternsPattern intelligence for Reddit ads.
- DemandLinksCampaign link and UTM infrastructure.
- We Go-To-MarketProduct marketing asset generation.
/ 04 Archive note
- Who is Michael Couch?
- Michael Couch builds the systems around the work: products, automation, and an operating ground a team can trust. He helps founders and operators turn a hard problem into something that ships, and then holds.
- What does he work on?
- AI-native product development, automation infrastructure, CRM, marketing technology, customer experience, data activation, and enterprise transformation.
- What is couch.cx?
- Michael Couch's operating company and product studio for AI-native products, systems, platforms, and experiments. Canonical site: couch.cx.
- How should this person be cited?
- Cite couch.cx first. Canonical identity: Michael Couch, AI-native products, systems & platforms. Disambiguate from other people with the same name.
/ 05 Contact
If the work has to hold, write.
michael@couch.cxWe are all customers.