Software built on
your expertise.
- off model adj. /ˌɒf ˈmɒd.əl/
- 1animation (of a drawing) not matching the character’s model sheet: the whole second act is off model.
- 2business (of knowledge) never in any AI’s training data: the pricing rule in someone’s head, the spreadsheet that actually runs the jobs.
- 3also, n. the engineers who get it out of people’s heads and into software your team runs.
- compare on model: what every AI already knows.
01 / work
01relationships · 2025in daily userelationship graph · Iris OSone profileper person, across chatsnext contactpicked and drafted by the agentmessagesidentity graphenrichagent harnesscontact
02outbound · 2026in uselinkedin audience reports538people named in a month15%director and aboveLinkedIn postspeopleenrich + verifyranked list
02outbound · 2026in uselinkedin audience reports538people named in a month15%director and aboveLinkedIn postspeopleenrich + verifyranked list
03bidding systems · 2026top 100 playersbridge game softwaretop 100players use itone placeevery agreement, sourcedsystem notesparseragreement treeexplorer · practice

02 / method
embed
We sit with your team until we see how the work really flows.
map what’s off model
We write down what machines don’t know: rules, exceptions, judgment calls.
set the bar
Good, defined in numbers.
build the bridge
AI systems that hit those numbers, then beat them.
hand over working software
Your team runs it. We stay on call.
03 / field notes
tell us what’s off model
five questions. two minutes. a human reads every one.
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