Scoped to one job
A narrow, measurable task with a defined input and output beats a general assistant nobody trusts.
The repetitive work, handled quietly in the background.
An internal assistant scoped to specific tasks your team repeats every week — with a person approving anything that leaves the building.
Every team has a task that is too small to hire for and too frequent to enjoy: turning meeting notes into a summary, cleaning a spreadsheet, drafting the same report with new numbers, sorting an inbox into categories.
Generic chatbots do not solve this. They have no access to the right documents, no idea what “done” looks like, and no audit trail when someone asks how a figure was produced.
Practical outcomes, not promises. Each one is agreed in scope before work starts.
A narrow, measurable task with a defined input and output beats a general assistant nobody trusts.
The agent reads the documents you nominate and cites where a figure came from.
Drafts arrive for approval. Nothing is sent, filed or published automatically unless you ask for it.
Runs are logged, errors are surfaced and the workflow stops rather than guessing.
The exact scope is agreed in writing after discovery. Anything outside it is quoted separately.
2–5 weeks per workflow. You approve each stage before the next one starts.
We start with one recurring task with a clear definition of a good result.
Which documents, fields and systems the assistant may read, and what it must never touch.
A working assistant tested on past examples, with disagreements reviewed side by side.
Your team runs it, with an approval step, a log and a monthly check on accuracy.
The work here removes the repetitive part of a role, not the judgement. Approval steps are designed in from the start.
Only the sources you nominate are used. The provider, retention and access rules are agreed in writing before anything is connected.
It stops and flags the exception rather than inventing an answer, and every run is logged so the mistake can be traced and fixed.
A short description is enough to start. You will get a reply with the questions that matter, an honest view of what is realistic, and a fixed scope before anything begins.
Request a quotePrefer email? joonyfelix@gmail.com