Use cases
Built for how every team asks questions
The same connection answers a support lead, a sales manager, and a CFO differently — because each one is asking in their own language, grounded in the vocabulary of their domain. Here's what that looks like in practice.
Business & operations
Get answers without opening a ticket
Operators shouldn't wait on a data team's backlog for a number they need today. They ask directly, in plain English, and get a governed, read-only answer back in seconds.
“How many orders shipped late last week, and why?”
“Which regions are behind on their quarterly targets?”
“What changed in signups this month vs. last month?”
“Show me refunds by product category this quarter”
Sales & RevOps
Keep the pipeline honest, in real time
The Sales domain pack teaches the model your pipeline stages and quota math up front, so reps and managers get correct answers on the first try — not a generic guess.
“What's our win rate this quarter?”
“Show pipeline by stage”
“What's our quota attainment vs. plan?”
“What's our average sales cycle length?”
Customer support
Watch SLAs and CSAT without a weekly export
The Support domain pack understands backlog, first response time, and SLA breaches — so a support lead can check the health of the queue as easily as asking a teammate.
“What's our SLA breach rate this week?”
“Show backlog age distribution”
“What's our CSAT by channel?”
“What's our average first response time?”
Payments & finance
Catch disputes and settlement issues early
The Payments domain pack knows the difference between an authorization, a capture, and a settlement — and won't misread a dispute rate as a chargeback rate.
“What's our dispute rate this month?”
“Show net settlement vs. the prior period”
“What are the top decline reasons this week?”
“What's our chargeback ratio by processor?”
Data & analytics teams
Spend less time on ad hoc requests
Analysts get the full picture — the generated SQL, raw tables, and a notebook to go further — while routine requests get answered by the domain packs before they ever hit your queue.
“Validate a metric definition before it ships to a dashboard”
“Stop answering the same Slack question every week”
“Audit what a teammate ran against production last month”
“Give one team a cheaper model and another the most capable one”
Founders & executives
A pulse on the business without a standing meeting
Leadership doesn't need a dashboard for every question — just a fast, trustworthy answer, and a way to be told the moment something needs attention.
“What's MRR growth this quarter vs. last?”
“Which customer segment has the highest churn risk?”
“Give me a one-page narrative report for the board”
“Tell me the moment weekly active users drops sharply”
See it work on your own data
Connect a database or upload a spreadsheet, pick the domain pack that fits, and start asking the questions your team actually asks every day.