#25 The Discipline of Revenue Applied to Pilots , AI's Real ROI, and Big Tech's Chess Moves
September 15th, 2025
Strategic GTM insights for Founders, CEOs, and Investors building AI-driven SaaS businesses.
Real stories, proven frameworks, and a mindset for healthy, scalable growth.
Manually curated by Luigi Mallardo.
A few days ago, I shared a reflection on LinkedIn: too many AI startups are treating short-term pilots like ARR. The post struck a nerve and turned into one of the most engaged discussions I’ve had in years.
The reason it resonated is simple: in the rush of AI-driven growth, the pressure to show traction is immense. It's tempting to count every pilot as a win and label it "recurring revenue."
But this isn't just semantics. It's the difference between building a healthy, resilient business, and building a house on fog.
The quality of the conversation pushed me to go deeper. I’ve now expanded that core idea into a full, unfiltered playbook. It’s my definitive guide to pilot discipline in the AI era, and how to protect your GTM strategy from wishful metrics.
Beyond that deep dive, this edition is packed with other strategic insights: from Oracle proving the real money in AI is in the "boring" stuff, to why AI salespeople are failing, and Elon’s masterclass in building not just a product, but a market.
Let's dive in.
🧠 My Work: The Playbook for Pilot Discipline
ERR vs. ARR: The Founder's Guide to SaaS Pilot Discipline in the AI Era
My full breakdown on how to manage pilots without killing your GTM. Includes:
How to qualify pilots before saying yes
The “Respect-Contract” I’ve used for years
Why ERR (Experimental Runrate Revenue) ≠ ARR
And how to align your team, board, and metrics
SaaS Market Moves
Microsoft’s AI “Partner” Comes for LinkedIn
OpenAI launches a jobs platform. Microsoft owns LinkedIn. Guess who just got disintermediated? The goal is bigger than hiring. It’s about owning the new standard: AI fluency. Link.
Oracle's AI Second Act: The Real Money is in the Plumbing
While others chase the next shiny AI app, Oracle quietly bets on infrastructure, and wins. A GTM masterclass in “boring makes billions”. Link.
At Big Tech, Cloud Revenue Growth is Catching Up to Capex
AI, Agents & Robots
AI Salespeople Are Failing. Here's Why.
New study: AI livestream sellers barely outperform having no seller at all. The only thing that worked? Handling real-time Q&A. It’s not about pitch. It’s about conversation. Link.
Elon on Optimus: Building a Market, Not Just a Robot
He’s not just building a robot. He’s creating the entire supply chain from scratch. A GTM lesson in true category creation. Link.
AI's Dirty Secret: The Real ROI is in the "Boring" Stuff
MIT study: 95% of enterprise AI pilots are failing. Why? Companies are chasing hype in customer-facing tools instead of automating the back-office chaos that kills margins. Link.
Raising Stars
HappyRobot: The AI Workforce for the Real Economy
$44M Series B to scale their “AI workers” across messy supply chains. 70+ customers already in. The lesson? Even in AI, real GTM wins are rooted in unsexy, real-world pain. Link.
GTM Leadership Lessons
Even Great Sales Leaders Are Failing. The Reason is Simple.
Jason Lemkin nails it: experienced CROs are getting fired in 6 months. Why? They’re not spending time with their teams. The future of GTM isn’t fully remote. It’s about showing up: where it matters, when it counts. Link.
Interesting reads
The "Alignment Trap": Why So Many SaaS Companies Lose the Plot
I’ve seen it firsthand. Great product, great people, but no alignment between GTM, Product, and what customers actually value. This piece by Kellogg & Teodosiu is gold. Link.
SaaS Valuations: The “New Normal” Isn’t So Normal
Yes, the median is back to 6–8x ARR. But the spread is brutal: laggards sink under 4x while stars get 10x+. The game has changed. Link.
👀 In case you missed it
A few ideas and conversations I shared on LinkedIn recently:
Playbooks vs. Scars: Why some “perfect” GTM hires still fail. Link.
The GTM Co-Founder: Don’t hire a VP Sales. Find a partner. Link.
Lessons From My Gym Membership: How post-sale culture kills LTV. Link.
The Original ERR vs. ARR Post: This post sparked the full article above. Link.
💬 Let’s Connect
What resonated? What’s missing? What’s keeping you up at night?
Reply to this email or DM me on LinkedIn. Always up for a sharp GTM chat.
Thank you!
Luigi