Studio updates
We’re building a content system that keeps learning
A look inside our work on connecting audience insight, creative production and the decisions that come next.
More than a content calendar
We’re working on a more sophisticated system for content. Not another place to schedule posts, and not a machine that fills channels with AI-generated copy. A way to connect why a piece should exist, how it gets made and what we learn after it goes out.
A useful audience insight can disappear between a research note, a creative brief and a reporting dashboard. The team still publishes, but the next round starts almost from scratch. That loss of context is the problem we want to solve.
Keep the reasoning attached to the work
The system we’re developing is intended to carry a shared record from audience research into briefs, assets, channel-specific versions, approvals and measurement. Each piece should have a clear purpose, a source of evidence and someone accountable for the next decision.
The interesting part is the return journey. Questions, objections and performance should feed the next brief, rather than sit in a report nobody opens again. The aim is to build a working memory for the team, not just a bigger archive.
AI can assist. People own the judgment.
We’re exploring where AI and automation can help with research synthesis, first drafts, adapting approved material and repetitive handoffs. They should make the process easier to follow, not make unsupported claims easier to publish.
Editorial judgment, brand voice, factual checks and permission to publish or spend stay with people. We’re still developing the workflow; this is a look at the direction, not a product launch or a claim of proven results.
Start with one useful cycle
One influence on our thinking is Gary Vaynerchuk’s Day Trading Attention presentation: understand a specific audience, respect the channel and let the response inform the next creative decision. We’re translating that principle into the operational work around content.
You don’t need to wait for a new platform to try the approach. We’ve put together a practical guide with a reusable brief, review rules and a small four-week pilot. It’s a starting point for building a process your team can actually learn from.