> ## Documentation Index
> Fetch the complete documentation index at: https://docs.textql.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Wrap-Up & Next Steps

> You went from an empty environment to governed wealth & asset-management analytics — and, more importantly, to a model that grows itself:

You went from an empty environment to governed wealth & asset-management analytics — and, more importantly, to a model that **grows itself**:

* **North Star set:** Ana looked at your data and drafted what the ontology is *for* — a written `north_star.md` with the questions that matter — before touching the schema
* **Connected:** ontology repo (live, git-backed) + warehouse (read-only) + your documents
* **Validated:** the model diffed against your actual schema, fixed via PR — grain and identity resolved first
* **Classification live:** asset-class / GICS / FIGI groupers joining in-sandbox, zero warehouse writes
* **Governed answers:** AUM, net flows, return, allocation, concentration, fee yield — SQL shown, decisions recorded
* **Compliant by default:** PII roles, small-cell suppression, MNPI / information barriers, suitability / GIPS
* **Self-maintaining:** not-yet-governed questions answered on the frontier and proposed back as PRs — discovery paid once, then reused
* **Yours:** definitions adapted in your repo, pinned with golden-query tests

## Where to go from here

* **Operate it:** the [Ontology Operations](/workshops/ontology-operations/overview) workshop covers the production loop — git workflows, access control, accuracy testing, scaling across teams.
* **Understand the build:** [Build Your Ontology, End to End](/workshops/build-your-ontology/overview) teaches the from-scratch method the starter packages up.
* **Roll it out:** point your analysts and business users at [Self-Service Analytics](/workshops/self-service-analytics/overview) — the ontology you just stood up is what makes their answers trustworthy.
* **Licensing:** before production, review `LICENSING.md` (CUSIP / per-security GICS structural-only; FIGI via OpenFIGI; source the security master from your licensed feed).

How was this workshop?

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