AI agents that take work off your team
Agents that read, decide and act inside the tools your team already uses, and hand anything risky to a person.
The problem
Your team spends hours a day on work that follows rules: sorting the inbox, answering the same questions, routing requests, updating the CRM.
It is too varied for simple automation, but too repetitive to be a good use of skilled people.
What we build
An agent that works through the queue the way your best person would: it reads each item, looks things up in your systems, decides what to do and does it.
Every agent ships with a review step. You decide which actions it may take alone and which wait for a person, and every step is logged.
Example workflows
Each one starts from work a team was already doing by hand.
Typical stack
We pick per project and build so parts can be swapped as better options arrive. Everything runs on accounts you own.
- Major AI model APIs or open models
- Email and chat (Gmail, Outlook, Slack)
- CRM and helpdesk APIs
- Approval queue
- Tests on your real examples
- Logs and monitoring
Related work and labs
All work
AZ Global Corp, e-commerce
An AI agent that finds the next winning product before the morning standup

Labs · try it yourself
Inbox agent
Pick a customer email or write your own. The agent triages it, picks a reply or hands it to a person, and shows how sure it is.
Questions about AI agents
Pricing is always a fixed quote after a free discovery call.
Can the agent act without a person?
What if it makes a mistake?
Which tools can it work in?
Related reading
Tell us the work you would hand to an agent.
Free discovery call with an engineer. Reply within one business day, fixed quote before we build.
Or email hello@just.engineer