Marketing teams: campaign briefs that write themselves and report back

A campaign is an idea with a deadline: someone proposes it, someone scopes it, work ships, and results either get measured or quietly forgotten. That's the same lifecycle we run for software — so the same machinery applies.

File "Launch the ADLC explainer series on LinkedIn" as an idea and UltiPad drafts the brief: audience, message, deliverables as user stories with acceptance criteria ("three posts, each with a product screenshot and one measurable claim"). Score it on impact and effort against everything else competing for the same week. Link it to the quarterly awareness OKR so it exists for a reason.

Agents do marketing legwork too

Connected over MCP, a writing agent reads the brief — the actual approved brief, not a Slack paraphrase — drafts the assets, attaches them to the idea, and reports progress. Comments from agents are badged as AI, so review stays honest. Our own marketing runs this way: the launch video script, the use-case articles you're reading, and the site copy were drafted by an agent against specs in our workspace, then human-reviewed.

The under-rated station is Learn: results get documented on the campaign's own record — outcomes next to intent. Six months later, "did the video series work?" is a lookup, not an archaeology project.