B2B Content
Engineer.
AI-first
systems
by design.
For lean teams and busy founders who want to activate content channels, ship consistently, and meet their audience where they are. Run by Justin DeMarchi in Toronto.

Ways to work with DUO
Content engineer.
Embedded inside your team. Senior strategy, content systems, and AI workflows. The judgment calls in between.
See how it works →Specific AI-first systems.
Scoped, priced, AI-first systems. Web presence, LinkedIn consistency for founders, and other targeted projects.
See the systems →
The work changes when the angle does. A different light, a different room, a different weight to what mattered yesterday.
I'm Justin. I run DUO,
a Content Engineer Practice.
Eight years inside B2B teams across SaaS, IoT, ed-tech, AI, and a few years doing government comms. DUO is the practice I built for lean teams that need consistent content production with senior judgment behind it.
Engagements take one of two shapes. Fractional, embedded with your team. Or I can implement and manage specific systems.
The “engineer” in Content Engineer is about AI-first methods. The point isn't just to ship faster. It's to ship better, more consistently.

Justin DeMarchi · Toronto
A few workflows we use.
Examples of real workflows and the stack behind them. The principle: minimum number of steps and tools to achieve the desired output.
Custom Site
Ideate and plan inNotionDesign and draft inClaude CodeStore inGitHubDeploy inVercelTracking SEO + AI
Communicate inClaude Code
Pull traffic fromPostHogPull rankings fromSearch ConsolePull AI citations fromAthenaHQStore inGitHubFounder LinkedIn
Communicate inWhatsApp + Google MeetStore voice inSupabaseDraft inClaude CodeSchedule inBuffer
Edit clips inDescriptContent Repurposing
Source fromNotionExtract angles inClaude CodeGenerate variants inClaude CodeSchedule viaBufferSend viaResend

Justin helped us position our brand as a trusted authority, providing real value through one of the top-performing channels.
Justin helped strengthen our global presence by clearly communicating differentiators in quality, innovation, and advanced asset intelligence.
Justin has a real talent for brand storytelling. He knows how to craft a narrative that resonates and makes your company stand out.
2021–2026
Writing from inside the work.
The fractional trap, and the quiet way out of it.
Most fractional engagements fail for the same structural reason. It has nothing to do with the work, and everything to do with the meeting on Tuesday.
Why founder content rarely sounds like the founder.
A short defense of the interview. Against the templated post, the thread generator, and the strategist who has never met the operator.
An agent is a teammate with a bad memory.
Notes from six months of shipping custom AI workflows inside B2B teams. Where they earn their keep, and the four places they consistently do not.
A weekly letter on content, tools, and AI workflows.
One piece of writing, sent Thursday mornings. Read in five minutes. For operators building B2B content systems.