AI trains on
public data.
Your business runs
on
internal wisdom.
engineers who embed with your business and bridge it to AI.
01 / thesis
“Off model” is animation slang: a character drawn off its model sheet. Models are the same: they know only the data they were trained on. Your business runs on the rest: the pricing rule in someone’s head, the spreadsheet that actually schedules the jobs, the reason quotes take three days. That knowledge isn’t in any dataset. We embed, go get it, and build it into software your team runs.
← the part no model was trained on
02 / what we do
software & automation
We build the internal tools your operation actually needs, then automate the work around them.
→ quoting time: 3 days to 20 minutesdata & pipelines
We get your data out of inboxes and spreadsheets into pipelines you can query and trust.
→ one source of truth for 12 years of job recordsAI operations
We put models to work inside your processes. A human stays in charge.
→ every inbound lead qualified before 9am03 / work
client projects
sales co-pilot · Iris OSai-native crm, in daily use by the team2025
lead-gen pipelinescrape → enrich → qualify, unattended2026
bridge game softwaretool used by top 100 players2026
04 / method
embed
We sit inside your operation until we understand how the work actually flows.
map what’s off model
We write down everything the machines don’t know: rules, exceptions, judgment calls.
build the bridge
We turn that map into software, data pipelines, and automations.
hand over working software
Your team runs it. We document it, train you, and stay on call.
05 / field notes
tell us what’s off model
five questions. two minutes. a human reads every one.
prefer email? hello@offmodel.agency