Bruce
An AI agent designed for businesses.
Bruce completes workflows at a fraction of the price of frontier models and keeps your company and personal data secure.
How we know
Measured on 12 October 2026, on 20 chat questions with every call billed: the open model Bruce runs on cost about 97% less per correct answer than one of the largest models. It was also right less often: 10 of 20 against 15 of 20. Whole workflows are being measured now, so there is no figure for them yet.

A recorded run, replayed. The model in it is a stand-in and the website is a practice site.
Recorded runs
Sample workflows
Recorded runs on public records and made-up firms. Each one says what is made up.
Full walkthrough · 4:42
A broker's morning
A broker asks for space for a client. Bruce reads the landlord flyers, maps the options, drops the avenue the client rules out, drafts the tour requests and builds the client deck.
Recorded run on real public Manhattan flyers. The client and the brokerage are made up. With narration.
Full walkthrough · 2:45
A property manager's day
Bruce runs the morning on a medical campus: an urgent repair, finished work checked against photos, inspections, rent owed and payroll. Every message waits for your approval.
Recorded run on a made-up medical campus. The firm, people and figures are made up. No sound.
Brokerage is the first industry we are building for. New York first, then Miami.
How a job runs
Tell him the job
In plain words, the way you would brief a new hire.
He does the work
He reads the files and records the job needs. Each row keeps its source.
He lists the gaps
What he could not see or check is listed for you.
You send it
Emails Bruce writes are drafts for you to send.
Your data, plainly
In the private pilot, your words and the parts of your files Bruce needs go through OpenRouter to an open AI model at a hosting company.
We do not train a model on your work unless your firm says yes separately, in writing.
Planned, not built yet
The plan: Bruce installed inside your business, on your own machine or your own cloud account.
Where we are
- Stage
- In development. Anyone can try him.
- Tested on
- Public records and a made-up firm
- Customers
- None yet
- Independent audit
- None yet
- Looking for
- First paid jobs
Two founders, both at the University of Miami.
Aidan ShaughnessyCo-founder
Loreto ChiovariCo-founderMost businesses are paying for genius when they need a good employee.
Put Bruce to work in your business
Tell us what’s eating your week. We’ll show you what Bruce can take off it.
On the free public version, chats are saved to improve Bruce.
Talk to the founders directly: [email protected]