top of page

GET IN TOUCH
hello@shapesandnumbers.com
London - New York
© 2024 by Shapes + Numbers
WORKING HOURS
Mon - Fri: 8am - 8pm
Saturday: 9am - 5pm
Sunday: 9am - 5pm
Insights
Confessions of a data nerd


The Theatrics of Network Agencies and Why AI Is Ending the Show
There is a first principle that should govern every business: serve your client. Acknowledge that without them, there is no revenue, no growth, no company. Clients are not a line item. They are the entire business model. It sounds obvious. Yet, for decades, the advertising agency world - and the holdco ecosystem in particular - has built an operating model on something close to its exact opposite. The Art of Inception The industry has long been defined by a peculiar reverse
7 days ago3 min read


From Cost Center to Revenue Engine: The Strategic Pivot for AI in 2026
The pilot phase has concluded. The window for unstructured experimentation is closing. As we move into 2026, the mandate for agency leadership has shifted: AI must transition from a novelty to a measurable driver of operational efficiency and client value. Fresh data from Mediaocean’s 2026 Advertising Outlook and Adweek confirms what many of us have sensed: we're at an inflection point. While investment in AI is accelerating, the industry faces a significant dichotomy: Expe
Feb 125 min read


Stop Selling the Tool. Start Building the AI Silent Operating System.
Ai as the Silent Operating System The Industry Is obsessed with the wrong thing. If you scan the marketing press, the narrative is singular and deafening: "How can we use AI to generate the perfect image, the perfect video, the perfect copy?" Agencies and holding companies are in an arms race to sell clients on this promise of "perfect AI content." Pitch decks are filled with before-and-after reels. Case studies celebrate how a campaign was "100% AI-generated", "AI agents bui
Jan 294 min read


The Davos Problem: Why 2026 Must Be the Year AI Stops Talking and Starts Delivering
How do you make sense of the AI noice and your convoluted landscape? This week, as global elites gather in Davos to discuss the future of AI and technology, there's a familiar pattern playing out: a lot of talk, a lot of predictions, and very little accountability for actual delivery. It's the perfect metaphor for what's been wrong with AI adoption in agencies and businesses over the past two years. The parallel is striking. Just as Davos brings together the 1% to theorize ab
Jan 225 min read


What Michael Jordan Knows About Data Monetization (and you might not)
What can Michael Jordan and data monetization have in common? "Talent wins games, but teamwork and intelligence wins championships." - Michael Jordan Your agency has talent. Creative excellence. Strategic thinking. Perhaps award-winning campaigns. You win games, you land clients, deliver projects, generate impressive work. But are you winning championships? Championships (ie: any of your major strategic objectives) require something more than just talent. They require an inte
Jan 94 min read


The AI Tax: Why Agencies Are Bleeding Margins (And How to Stop It)
Agencies are currently caught in a value trap: investing heavily in AI capabilities to stay relevant, while simultaneously facing fee compression from clients who expect that technology to lower their bills. The value you're creating with AI is being immediately captured through pricing pressure, while the costs keep piling up on your P&L. This isn't sustainable, and it's getting worse. A typical agency employee now juggles subscriptions to ChatGPT Plus, Midjourney, specializ
Dec 11, 202511 min read


Building Trust in AI: What Advertising Agencies Can Learn from Banking to Move Beyond Fear
A Practical Guide for Agency Leaders Ready to Embrace AI with Confidence The conversation in agency leadership meetings often sounds the same: "AI is impressive, but can we really trust it with client work?" "The results are inconsistent." "Our teams aren't adopting it because they don't believe in the output quality." These concerns aren't unfounded. AI can hallucinate facts, miss creative nuance, and produce work that feels generic. But dismissing AI entirely means watching
Oct 24, 202510 min read


Your AI Tactics Are Not A Strategy. Here’s How Leaders Can Build a Sustainable Competitive Edge.
We're in the midst of an AI gold rush, but too many are panning in the wrong river. Every week brings another announcement from OpenAI,...
Oct 9, 20257 min read


You Can't Soar Alone: Why AI Transformation Demands Both Growth and Partnership
We're living through one of those rare moments when everything we thought we knew about business is being rewritten. And if you're like...
Oct 1, 20253 min read


The AI-Native Advertising Agency: A Strategic Approach to AI Investment.
The next generation of advertising agencies is here. The advertising industry stands at a critical juncture. While agencies rush to...
Sep 25, 20254 min read


The Inner Game of AI Transformation: Why Competing with Yourself Beats Competing with Others
In the relentless rush toward AI adoption, most organizations are playing the wrong game entirely. They're obsessing over what...
Sep 18, 20255 min read


The AI Transformation Paradox: Why Everyone's Reading the Same Report Differently
Everyone's talking about the same MIT study showing enterprise AI failures, but here's what's fascinating: every industry expert is...
Sep 12, 20254 min read


Beyond the Hype: Why AI Transformation Requires More Than Technology—And How Leaders Can Get It Right
According to a recent MIT study, 95% of generative AI projects in businesses fail to deliver meaningful results. This failure rate should...
Aug 27, 202510 min read


The Mirror Test: Why AI Transformation Reveals More About Your Organization Than Your Technology.
My mind keeps going back to a conversation with a CTO who proudly announced their company had deployed "thousands of AI agents" across...
Aug 18, 20254 min read


The Authenticity Crisis: Why Sounding Like Everyone Else is Killing Your Brand and Personality
We're rich in tools, yet increasingly poor in genuine connection and impactful results. Every day we consume large volumes of content -...
Aug 11, 20253 min read


The Attention Tracking Illusion: Why Human Creative Storytelling and Content Intelligence Beat Biometric Measurement
Attention tracking vs the 3 pillar approach In the relentless pursuit of capturing audience attention, marketers and content creators...
Jul 28, 202512 min read


The AI Wake-Up Call: Why Advertising Agencies Are Failing the Future
New AI Clothes, Old Mindset The advertising industry is experiencing its most significant transformation since the digital revolution,...
Jul 22, 20257 min read


What Does It Really Mean to Go AI Native? Beyond the Buzzwords and Into Reality 🚀
The phrase "AI native" has become the latest corporate mantra, echoing through boardrooms and strategy sessions worldwide. But beneath...
Jul 14, 20253 min read


Why 80% of AI Projects Fail (And How to Be in the 20%)
The statistics can be daunting. While exact figures vary, it's widely acknowledged that a significant majority—some reports suggest as...
Jul 3, 20253 min read


The Industry's Crossroads: From Spectacle to Substance
Last week, I wrote about the Cannes 2025 paradox—how the advertising industry celebrates while facing fundamental challenges. The...
Jun 30, 20253 min read
bottom of page