Engineers who build execution systems.
Not consultants. Not resellers. Not the team that hands you a three-month roadmap and a bill. We build the system, connect it to your operation, and hand you the keys.
What we actually do.
Most companies that sell “AI automation” are reselling a $50/month workflow tool with a markup. The demo looks clean. The onboarding takes a weekend. Then you hit your first edge case and the tool has no answer for it because it was built for someone else's business, not yours.
We build on your actual data. Your terminology. Your exception cases. The weird edge cases your team already knows how to handle manually — those are the ones that break generic tools first.
The systems we build are custom execution engines. They read inputs, apply your business logic, and complete the action without a human in the loop. That's not a chatbot. That's not a template. That's a piece of infrastructure that runs while your team works on something more valuable.
A small team. No bloat.
We are engineers in our mid-twenties with backgrounds in systems engineering, industrial engineering, and economics. Small team by design. When you send us a project, the people who scoped it are the people who build it.
The agency model — where a salesperson closes, a project manager coordinates, a junior developer builds, and nobody in that chain has ever automated an actual business process — is not our model. We've seen the output of that model. It's usually a Zapier flow with a Notion doc explaining it.
We work with US-based companies. We handle operational data — legal filings, client records, CRM histories, financial transactions. We treat that data accordingly. No third-party storage we don't control. No data that leaves your infrastructure without a reason you approved.
2–3 wk
Avg. workflow delivery
4–6 wk
Avg. custom agent delivery
6 mo
Operational support included
100%
You own the system
AI as a tool vs. AI as an execution engine.
Most people use AI the way they use Google — they ask a question and read the answer. That's useful. It's not the same thing as automation.
The actual shift is using AI as an execution layer. An agent that reads a legal filing, classifies the case type, extracts the critical dates, and produces the attorney summary — without anyone touching it — is not a chatbot. It's a workflow that used to take three people a week and now takes five minutes.
That's the difference between a tool and an execution engine. One answers questions. The other completes work.
Worth reading before you book
Don't hire us if...
This matters more than the case studies. Any firm can show you numbers. Fewer will tell you when they're the wrong choice.
You want to explore AI abstractly.
We build systems for people who have a specific broken process they want fixed. If you're still in the learning phase, the internet has excellent reading material. We work on things that have a cost attached to them.
You need a chatbot that answers FAQs.
That's a $50/month tool. We don't build those. We build execution agents that take inputs, make decisions, and complete actions without a human in the loop. Different category entirely.
Your deliverable is a strategy deck.
We deliver working systems. Our output is software, not documentation. If the engagement ends without something running in your operation, we haven't done our job. We don't do 47-slide decks.
Your goal is to eliminate your team.
We build systems that make teams more effective. The law firm still has paralegals — they work on actual cases now instead of reading complaints all day. If you're trying to cut headcount through layoffs, that's a different conversation.
You need an enterprise transformation roadmap.
Governance frameworks, steering committees, and multi-year change management programs are real services. We don't provide them. We pick one workflow, fix it in weeks, and let the ROI make the case for the next one.
You're not ready to share how your operation works.
We build on your actual business logic — your terminology, your edge cases, your exception handling. A system built on generic assumptions solves generic problems. We need the real thing to build the real thing.
You want automation to replace your judgment.
We can give you back the hours. We can't give you the strategy. The mechanical work goes away. The decisions that require your actual intelligence stay with you.
If none of those apply, we should talk.
One workflow. Thirty minutes.
Book the free workflow audit.
We map one of your workflows live and give you the ROI number before anything else. No pitch deck. Then you decide.