The AI Era for Operators
Everything we publish on leading a team when half of it is agents.
The bottleneck moved from execution to judgment. The frameworks we all learned in 2019 are getting rewritten in real time inside live operating businesses. This is our running hub for the rewrites — the audit, the manifesto, the deep-dives, and the six playbooks operators are buying.
Start here · 90 seconds
The AI-Era Operator Audit
Six questions, one per discipline. Find out where your operation actually stands — and which playbook will move the needle fastest where you are today. Free, no upsell during the audit.
Take the audit →The thesis
The AI-Era Operator Manifesto
Nine numbered beliefs about why every framework for running a team got rewritten when AI agents joined the team — and what operators have to do now. Quote-tweetable. The conceptual anchor everything on this page operationalizes.
Read the manifesto →Deep-dives
The flagship posts
Marketing When Half Your Team Is AI Agents
Six shifts that actually matter when half your marketing team is non-human. The new playbook for the operator role.
Read →Sales When AI Does the Prospecting
Activity stopped being a useful proxy. System design replaced craft. Six shifts that move pipeline in 2026.
Read →Operations When Agents Run the Loops
If your SOP library reads like a 2019 manual, you're running the old playbook. Two-column SOPs, flipped bottlenecks, exception-driven management.
Read →Customer Service When Tier-1 Is a Robot
We turned over 70% of inbound service at The Cooling Co to AI. CSAT didn't move. The new service org has one human layer with a robot underneath.
Read →Tech Stack When Agents Are the Users
Every SaaS tool you bought between 2015 and 2023 assumed humans are the users. Six shifts when agents are the actual users — inverted buying scorecard, fine-grained auth, webhooks over polling.
Read →People & Culture When Half the Team Is Non-Human
The hardest playbook to write. Hiring is breaking, performance reviews are breaking, comp is breaking, culture rituals are breaking. The honest version of what's working and what isn't.
Read →The product
Six playbooks rewritten for the AI era
27 interactive modules each. PDF + portal + free 30-minute strategy call. $27 individually or $99 for the complete bundle. 30-day money-back.
Marketing
Marketing in the AI Era — A Playbook
$27 · 27 modules · 3 free preview
Sales
Sales in the AI Era — A Playbook
$27 · 27 modules · 3 free preview
Operations
Operations in the AI Era — A Playbook
$27 · 27 modules · 3 free preview
Customer Service
Customer Service in the AI Era — A Playbook
$27 · 27 modules · 3 free preview
Technology
Tech Strategy in the AI Era — A Playbook
$27 · 27 modules · 3 free preview
People & Culture
People & Culture in the AI Era — A Playbook
$27 · 27 modules · 3 free preview
Everything on this page is being written from inside two operating companies — Gardenpatch and The Cooling Co — by Tiago Santana, who has helped businesses generate over $100M in revenue. The frameworks are what he's actually using right now, not theory. If you have an AI-era operator question or disagreement, get in touch — every email gets read.