Responsibility
The operator has a continuing job and a defined result to pursue.
An ongoing job inside the company
A prompt produces an answer. A FriendMachine operator carries responsibility across sessions, remembers what remains unfinished, and works within company-set limits.
Context
Company knowledge, prior decisions, open work, and commitments remain available.
Authority
Access, budgets, and consequential actions stay inside explicit limits.
Evidence
The systems where work occurs determine whether reported results hold up.
What lands on a person’s desk
Routine work keeps moving. Human attention goes to irreversible actions, larger budgets, conflicting evidence, and decisions where preference or judgment is the real input.
FriendMachine / decision brief Example format
Change Articul’s acquisition page?
The operator brings the decision together instead of sending a transcript: what changed, what the evidence supports, which options remain, and what each option permits next.
EvidenceSource-linked measurements and prior work
OptionsApprove, revise, decline, or defer
LimitsNo publication without approval
No responseCurrent page remains unchanged
This panel demonstrates the decision format. It does not report a completed experiment.
Where the operators work
FriendMachine develops its operators inside products it owns. Real customers, operating costs, and commercial outcomes make the consequences of their work visible.
Articul
Live and readyPrepare AS9102 Rev C Forms 1–3 from an engineering drawing. Uncertain values go to a quality professional for review, and extracted characteristics remain linked to the source drawing.
Articul is the first product-operations proving ground for FriendMachine.
Visit getarticul.com →
Geod
Live pilotTest openings, closures, and conversions against a network of existing locations, then export a decision brief in which every number carries its source and arithmetic.
Visit geod.app →Research belongs inside the company
Programming languages, agent evaluation, geospatial systems, and software for physical operations supply new capabilities for the products and operators.
Jacquard
An open-source, effects-oriented programming language implemented in OCaml. Jacquard explores how programs can declare the actions they may take before they run, including programs written or assembled by a model.
The build log separates claims from results
FriendMachine publishes the boundary between planned work, an operator’s report, an independently checked result, and an effect observed in the product.
Proposed
Planned work that has not been executed.
Reported
An operator or other executor says the work occurred.
Verified
A separate check confirms the specified result.
Realized
The result produced an observed effect outside the execution system.
Working now
Articul is live. Its read-only growth workflow produces dated evidence briefs and proposed experiments from product, search, and analytics exports supplied by a person.
Being integrated
The complete governed loop from assignment through action, independent verification, and finalized outcome has not yet run end to end.
Follow the work as the operators take on more of it.
Occasional notes when FriendMachine publishes research, ships a product, or learns something useful about persistent operators.