Insights on AI
creative training.
Taste Is the Skill AI Can't Copy From You
Peter Zakrzewski's recent piece in UX Collective lands on the thing most AI-era career advice keeps missing. The value isn't in using AI better. It's in the judgement that sits before the prompt and after the output — the thing Steve Jobs called taste, and what an AI system structurally can't manufacture.
Apr 20, 2026 · 6 min read
The Gap Inside Your Team Is Wider Than the Gap Between Agencies
45% of your team uses AI daily. 40% dip in and out. 15% barely engage. The divide inside one agency is now bigger than the divide between one agency and another. That's a standardisation problem nobody's named.
Apr 17, 2026 · 4 min read
Shadow AI Is the New Shadow IT
52% of AI activity inside your team is informal — people innovating without guardrails. The legal and IP risk is sitting on individual shoulders. When they leave, the custom workflows leave with them. This is the governance problem most leaders haven't named yet.
Apr 16, 2026 · 4 min read
Why Your Enthusiasts Are About to Leave
The people pushing AI hardest inside your team feel unsupported. No approved tools. No clear governance. No visible backing from leadership. They're quietly disengaging or quitting — and taking the institutional knowledge with them.
Apr 15, 2026 · 4 min read
Stop Counting Hours Saved. Start Counting What They Enabled.
Tracking hours saved trains your clients to pay you less. Tracking what the recovered time made possible — deeper research, more creative territories, better thinking — is how you defend pricing and earn the next tier of work.
Apr 14, 2026 · 4 min read
The Billable Hour Has a Termination Date
S4 Capital's Monks is moving to a subscription model. WPP and Publicis are sinking £300M each into agentic AI infrastructure. If the biggest players just bet against hourly pricing, independent creative teams should read the signal — and decide what comes next.
Apr 13, 2026 · 5 min read
£20K to £5K: What Happens to Margins When AI Runs Production
Tuncarp rebuilt their delivery around AI-enabled roles. Per-asset cost dropped from £20K to £5K. They kept 70–80% margins. Then Publicis hired them as its content studio. A real example of what pricing for output — not time — actually looks like.
Apr 10, 2026 · 5 min read
AI Maturity Is Now a Valuation Metric
Cactus's 2025 M&A report added AI readiness as a valuation factor. BDO confirmed it publicly. If you're planning to sell, fundraise, or bring on a growth partner, the AI capability that lives in three individuals instead of the business is a red flag buyers will spot in due diligence.
Apr 9, 2026 · 5 min read
Stop Expecting Innovation On Top of Billable Hours
Nobody builds a custom workflow in their spare time. Nobody masters AI between client calls. If leadership doesn't ringfence the time, the capability never develops. The agencies breaking through are carving out protected build hours — not hoping for it.
Apr 8, 2026 · 6 min read
Hire for Curiosity. Train Everything Else.
65% of agency leaders now prioritise aptitude over specific AI skills. The tools change every six months. The ability to learn them doesn't. But aptitude doesn't sustain itself without structure — hire curiosity, then give it somewhere to go.
Apr 7, 2026 · 5 min read
Why Independent Teams Have the Advantage Over Networks
WPP is spending £300M a year on AI. Publicis €300M. But a 30-person team can move from idea to implementation in weeks, not quarters. The networks have scale. Independents have focus. This is the moment focus wins.
Apr 6, 2026 · 5 min read
Your Brand Brain Belongs in a Notebook, Not a PDF Nobody Reads
Onboarding a new creative to a client account takes weeks. The teams that moved their brand guidelines, call transcripts, and strategy docs into Claude projects or NotebookLM got it down to days. Highest-leverage use case we've seen — and the easiest to start tomorrow.
Apr 3, 2026 · 6 min read
The Virtual Stakeholder: Stress-Test Work Before It Leaves the Building
Most creative dies for reasons unrelated to quality. A shift in client strategy nobody caught. A procurement KPI nobody saw. Build synthetic personas — the client's CFO, their CMO, their end-consumer — and run the work through them before the client does.
Apr 2, 2026 · 6 min read
Buy the Model, Not the Tool
Third-party AI wrappers are a trap. Go direct to Claude. Here's why — and how to set it up so it actually works for your team.
Apr 1, 2026 · 4 min read
The One-Page AI Policy Every Team Needs
Approved tools. Data boundaries. Human oversight. Disclosure. Four things, one page, reviewed regularly. Anything longer is a compliance manual nobody reads. With 75% of agencies still running client contracts that don't mention AI, the one-pager is the minimum viable guardrail.
Mar 31, 2026 · 5 min read
Raise the Ceiling, Not the Floor
AI mandates fail. Every time. Here's what actually works: find your believers, make them dangerous, and let the results pull everyone else in.
Mar 30, 2026 · 4 min read
Stop Teaching AI. Start Building With It.
The biggest mistake in AI training: too many slides, not enough doing. The 'aha moment' doesn't come from a presentation. It comes from building something impossible.
Mar 29, 2026 · 4 min read
From Note-Taker to Agent Manager: The Skills Your Team Actually Needs
The real AI skill gap isn't prompting. It's managing AI agents. Your team needs to think like managers — context switching, evaluation, systematic delegation.
Mar 28, 2026 · 5 min read
The AI Training Your Creative Team Doesn't Need (And What They Actually Do)
A manifesto on what separates real AI training from the commodity stuff. This isn't Midjourney training. This isn't a ChatGPT webinar. Here's what it actually is.
Mar 27, 2026 · 4 min read
The Monday Ten-Minute Demo That Changes Everything
One person, one workflow they built, ten minutes. Consistent. Boring. It's how you make adoption visible and social — and it beats formal training every time.
Mar 26, 2026 · 5 min read
83% Confident. 15% Ready. The Gap That's Killing Your AI Strategy.
Most teams think they're good at AI. The data says otherwise. Here's what the confidence-capability gap actually looks like — and why it matters more than your tool stack.
Mar 25, 2026 · 4 min read
AI Is Making Your Team Faster. It's Also Making Them Exhausted.
The productivity paradox nobody's talking about: AI saves hours, but teams fill those hours with more work. Here's how to break the cycle before your best people burn out.
Mar 24, 2026 · 4 min read
The Middle Manager Problem Nobody's Solving With AI
Everyone's debating whether AI will replace junior roles. The bigger opportunity is sitting in your org chart right now: middle management is where AI creates the most value.
Mar 23, 2026 · 5 min read
Iteration Separates the Dangerous From the Dabbling
Anthropic's research analyzed nearly 10,000 conversations. The finding that matters: iterative users are 5.6x more likely to push back on AI. That's the skill gap nobody's training for.
Mar 22, 2026 · 5 min read
What Teams That Actually Ship With AI Do Differently
After training dozens of teams, the pattern is clear. The ones who get real results aren't chasing tools or running experiments. They're doing eight specific things.
Mar 21, 2026 · 5 min read
Your Production Team Is Already Ahead of You
Production agencies are outpacing creative agencies on AI adoption. Not because they have better tools — because they treat AI as organizational transformation, not a tech experiment.
Mar 20, 2026 · 5 min read
Prompting Is Just Management With a Different Interface
The skills that make you good at managing people are the same skills that make you good at managing AI. That's not a metaphor. It's literally the same skill set.
Mar 19, 2026 · 5 min read
When AI Gets It Wrong — And How to Know Before Your Client Does
AI fails in three predictable ways. If your team can't spot them, your client will. Here's a framework for catching AI errors before they cost you.
Mar 18, 2026 · 5 min read
The Eval Mindset: Stop Guessing Whether AI Output Is Good Enough
80-90% of serious AI work is evaluation, not prompting. If your team can't measure AI quality systematically, they're guessing. Here's how to stop.
Mar 17, 2026 · 5 min read
Fewer Tools. Better Workflows.
Your team doesn't need six AI subscriptions. They need one well-configured system with documented workflows. Here's why the tool-chasing era is over.
Mar 16, 2026 · 4 min read
How Maesa Launched a Brand into Every Target Store Using AI — in 3 Months Instead of 9
Maesa trained two internal teams on AI creative workflows and launched a new hair care brand into every Target store in a third of the time, saving $280,000 on a single launch.
Mar 14, 2026 · 3 min read
How Herman Scheer Went from Zero AI to $4.5M in Estimated Year-One Savings
A major LA branding agency trained their entire team on AI creative production — and went from zero AI capability to producing client-ready campaigns in weeks.
Mar 13, 2026 · 3 min read
How Cash App Cut Production Time by 90% with AI Creative Training
Cash App's internal creative team went from traditional production workflows to AI-powered execution — cutting production time to 10% and estimating $3.5M in year-one savings.
Mar 12, 2026 · 2 min read
AI Creative Training for Enterprise Teams — A Complete Guide (2026)
A guide to AI creative training for enterprise teams. Learn why methodology matters more than tools, what effective training includes, and how to measure ROI.
Mar 11, 2026 · 6 min read
5 AI Workflow Mistakes Creative Teams Make (And How to Fix Them)
The five most common AI workflow mistakes enterprise creative teams make — from skipping methodology to measuring the wrong things. Practical fixes from the team behind Adidas and Cash App campaigns.
Mar 10, 2026 · 6 min read