Knows the job
Uses the instructions, examples, and information that are specific to the work.
You bring the work. We handle the AI.
Tailor-made agents for work that doesn't fit a template.
Tell us what your team does by hand. We turn one recurring part of it into a managed system that works with the tools you already use.
No AI brief required. Start with the work.
Where to start Look for the work that repeats
Start with the work your team repeats, delays, or avoids.
Copying information between tools. Chasing missing details. Answering the same questions. Preparing recurring reports. Routing requests. Researching the same sources. Relying on one person to remember every step.
You do not need to choose a model or design an AI system. Show us the work, the tools involved, and what a good result looks like.
What you get The setup is part of the service
A working process, set up for you.
We choose and configure the right tools, connect them to the work, teach the system when to act and when to ask, and test it on real examples before launch.
Works with your tools
Moves through the systems your team already uses, within the access you approve.
Knows when to ask
Handles the defined job, pauses on exceptions, and brings in a person when judgment is needed.
Stays accountable
Its work can be reviewed, corrected, and improved after it goes into use.
I
Learn the work
Show us how the job happens today.
We learn the steps, examples, tools, decisions, and exceptions from the people who know the work. A screen recording or working session is often enough to begin.
II
Set up the system
We choose the tools and connect the work.
You do not need to select models or plan integrations. We build the smallest complete version that can do the job inside the systems your team already uses.
III
Check before launch
Real work decides when it is ready.
We test the full process on real examples, fix weak spots, and make clear when the system should stop and bring in a person.
IV
Keep it useful
Support does not end at handoff.
You receive a working system and clear operating instructions. Optional support keeps it useful as the work, tools, and expectations change.
How it works Show · Build · Run
Show the work. We build it. Then we put it to work.
Examples are more useful than a technical brief. We handle the technical decisions and keep the engagement focused on one useful result.
Show
Walk us through the job.
Share a screen recording, a few examples, or a working session. We learn what happens today, where it slows down, and what a useful result looks like.
Build
We set up one complete version.
We choose the approach, connect the relevant tools, and build the smallest end-to-end version that can produce a useful result.
Run
We test it on real work and put it into use.
We fix weak spots, define where a person steps in, and launch the process. Optional support is available after it is working.
Some jobs need a focused setup. Others need custom software. We recommend the smallest version that can produce a useful result.
Good first projects Small is fine · Specific is better
A good first engagement does one job well.
It might handle one inbox, intake flow, report, research task, follow-up process, or recurring customer request. It does not need to transform the whole company.
Good starting signals
- The work happens regularly.
- It consumes time, delays customers, loses opportunities, or creates avoidable mistakes.
- Real examples are available.
- One person can tell whether the result is right.
What we need from you
- Someone who owns the work.
- Access to the relevant tools and examples.
- A willingness to start with one defined process.
The practice No sales-to-delivery handoff
One builder, directly involved.
The person learning your workflow is the person building the system.
Zero Division is an independent agent-engineering practice. Keeping discovery and delivery with one builder means less gets lost between the first conversation and the working result.
DelveMulti-agent deep-research harnesses.
RefineryMemory infrastructure that works across agent harnesses.
Ongoing open-source practice—not products you need to adopt.
Direct builder access · One workflow at a time · Small, bounded starts welcome
Describe the work No technical brief required
What recurring work is taking more time than it should?
Send a few sentences or a short screen recording showing what happens today, which tools are involved, and what a useful result would change.
No technical brief required. You'll receive a direct answer about whether there is a sensible first version.
Describe the work emmett@zrodivision.com