Human First.
Machine Second.
Most agencies build bots. We build AI-powered tools for humans.
Founded 2024
The Origin
The Drudgery Tax
We're early adopters to ChatGPT. We started figuring out different ways to use it in our workflows.
Despite all the hype of ChatGPT replacing workers, we weren't seeing that. We were seeing teams utilize ChatGPT to make their lives easier.
So much employee dissatisfaction is just repeatable, non-value-adding work that is soul-draining. We call it the Drudgery Tax.
The Turning Point
“Our first real experience with AI agents showed us these weren't just another tool but more like a work partner. Not replacing humans. Making our teams better.”
General-purpose AI assistants are great for ad-hoc tasks, but they don't have access to internal systems and they're more of a chat interface, not a persistent AI system.
We realized we could build something better: custom tools for ourselves and clients to make humans' jobs more fun with less drudgery.
The Team
The humans behind the machines
Track Record
What We've Learned
Our Commitment
We only take on projects we believe will succeed.
If the Automation Blueprint shows your problem is better solved with off-the-shelf tools, we'll tell you. And show you how.
We'd rather earn trust than revenue.
Our Beliefs
How we think differently
Human First. Machine Second.
We build AI-powered tools for humans. Humans do human things, AI does AI things.
Discovery Before Deployment
We're big fans of Teresa Torres and continuous discovery. The discovery portion is the most important part.
Patience Over Speed
This is a decently long and iterative process. We're not going to discover what the final product looks like immediately, but we'll understand what jobs need AI tools.
Work Partners, Not Replacements
AI agents aren't just another tool but more like a work partner. Not replacing humans, but making teams better.
These beliefs are part of our seven operating principles.
Three Products, One Philosophy
We build the same things we sell. CloneICP finds your best customers' clones in 60 seconds. SnowThere runs an autonomous content pipeline with a three-agent editorial panel. JobMap transforms any job description into 4 strategic deliverables.
Each one started the same way: we found the Drudgery Tax, designed the human handoff, and built something that makes people better at what they do.
Ready to eliminate drudgery?
We work with a small number of teams each quarter.
Book a conversation to assess mutual fit.





