Claude does the reading and the first draft. A person stays accountable.
We build on Anthropic’s Claude. It reads, drafts and researches before anything reaches a client or a decision-maker, under rules your team sets and inside the systems you already run.
Not a chatbot bolted onto your website.
First-pass drafting
Emails, client replies and internal write-ups get a first pass from Claude, under rules your team sets. A person still reads and sends.
Research and summarising
Long documents, transcripts and reports become something someone can act on the same day.
Agents that hold a role
A governed AI employee that takes the first pass on a defined job around the clock, with approval gates where the stakes require them.
How we build
We use Claude to build the monday.com and Make systems we hand you. It is part of how we deliver, not only what we sell.
Start with one agent. Keep it only if it earns its place.
The pilot is the entry. Onboarding follows the same ritual you would use for a new hire, and the managed employee is a monthly service you can switch off at any time.
AI employee pilot
One agent, fixed scope, a few weeks. Real output you can judge before committing to anything larger.
LABS-PILOTAbout ai employee pilot →AI employee onboarding and build
The hiring ritual: a role intake, training on your real sent mail and files, a supervised probation with human approval, then first-pass work around the clock.
LABS-ONBRDAbout ai employee onboarding and build →Managed AI employee
A governed, compliance-checked first-pass worker that runs 24/7. We run and govern it; you can switch it off at any time.
LABS-AIEMPAbout managed ai employee →Compliance layer for regulated communications
A compliance filter on every regulated reply plus a named human accountable for it. For FINRA, SEC and legal or confidential correspondence.
LABS-COMPLYAbout compliance layer for regulated communications →Every engagement is fixed-scope and quoted in writing after the right-fit call, before any work starts.
The boundaries are the product.
Most agent pilots never reach production because nobody set the boundaries. We build them first, and we run our own firm inside the same ones.
One operating system, several platforms.
Each platform has its own page: what it does, exactly what our relationship with it is, and what we build on it. All partners →
Bring us the thing you are drowning in.
If it is mostly reading, drafting or summarising, there is a good chance Claude can take the first pass.

