8085 · AI automation studio
We build AI systems inside the tools you already use. They do the manual work your team repeats every week, and they ask you first before any big decision.
Real businesses, real messy operations. Names left out on purpose. Here is what was manual, what we built, and what changed. The full write-ups live in projects.
An e-commerce education platform with a community of more than a million people replaced hand-built reporting with one enterprise-grade brain on Microsoft Fabric. Five to ten VA reporting roles became one system that tells brand managers where to focus.
An Amazon wholesale seller ran the business from scattered tools and memory. We wired every order, supplier, shipment, and invoice into one source of truth, built around ClickUp, that keeps itself current. Zero re-typed entries.
An Amazon wholesale agency had two analysts researching about 15,000 SKUs a month by hand. Agents now scan up to 300,000 a month against the agency's own buying rules, and the same two analysts judge only the ranked winners.
A founder was about to hire a $10,000-a-month operator to stay on top of the business. We built an AI advisor that reads every report and briefs him each morning with the three things that matter, ranked.
We call our craft harness engineering. We take an AI agent and connect it, safely, to the tools your business already lives in: your project boards, Slack, WhatsApp, your inbox, your spreadsheets, your CRM. Then we teach it your rules and give it limits. You ask for something the way you would ask a person. It does the work, shows you the result, and when something needs your judgment, it stops and asks. Not a chatbot that talks about work. A worker that does it.
They are brilliant assistants for one person typing prompts. But the gathering, checking, updating, and chasing still wait for a human. A custom agentic harness works inside your tools on its own, follows your rules, carries the task end to end, and stops for your approval where it matters.
You describe the dream outcome in your own words. We design your harness on paper: which agents, which tools, which rules, where you stay in charge. The first piece goes live in weeks, deliberately small and measured. Then we expand only what earns it: one task becomes an agentic workflow, and workflows become your own custom system and source of truth.
Guides written from real client systems: what we automate first, how the builds actually work, and what the numbers look like after. All of it lives in our resources.
One person, three tools, a team's worth of outbound · Automation's real job is to find the problems you cannot see · Custom AI agents vs off-the-shelf automation · Automate your best thinking first
No. That is most of our clients on day one. You bring the business problem in your own words. We bring the AI. If you can describe how the work happens today, that is all we need.
No. Chatbots answer questions. Our agents do work: they open your tools, follow your rules, finish the task, and show you the result.
Something your team repeats weekly, uses digital tools for, and quietly hates. Reporting, lead research, record updates, follow-ups. If it eats skilled hours, it is a candidate.
Anywhere judgment matters: approvals, exceptions, customer-facing decisions, anything risky. Those checkpoints are agreed on paper before we build, and the agent cannot skip them.
You do. The process map, the rules, the data, and the approvals are yours, readable, and documented. If we disappeared tomorrow, your team could still run and change it.
It is scoped after the founder call, and the First Harness is deliberately small on purpose. Prove the value on one workflow first, then decide if more is worth it.
Weeks, not quarters. We pick a narrow first scope precisely so you feel the difference this month, not next year.
Twenty minutes. Bring one annoying process, or just the dream outcome. You leave knowing what an agent could take off your plate and whether we are a fit. If we are not, we say so fast. Reach us at [email protected]. Field notes from our client systems live in our resources.