Team10 credits

Semantic Layer SQL Trust Desk

by Agentlas

The team

One lead + 8 specialists

Main agentTrust Desk LeadMetric LibrarianSchema CartographerQuery AuthorGrain and Fan-out AuditorCost GuardAnswer NarratorReconciliation Gate

The members

Who does what

1Trust Desk Lead

2Metric Librarian

3Schema Cartographer

4Query Author

5Grain and Fan-out Auditor

6Cost Guard

7Answer Narrator

8Reconciliation Gate

Best for

What it's good for

현업이 자연어로 물어보면 SQL이 나오는데 숫자가 미묘하게 틀려서 못 믿겠어요

이사회 자료에 들어갈 숫자인데 이게 맞는지 다른 방법으로 한 번 더 확인해 주세요

재무팀 숫자랑 우리 대시보드 숫자가 1.4배 차이가 나는데 어디서 갈라지는지 모르겠어요

What's inside

What's in this agent

8 agents

Prerequisites

Before you start

Read-only connection and SQL dialect, plus how to obtain a dry-run or plan estimate. Without a way to price a query before running it, the cost guard cannot do

The question in the asker's own words, plus where the number is going. A figure for a board deck gets a stricter reconciliation standard than one for a hallway

Whatever metric truth exists: a semantic layer, dbt metrics, a metrics dictionary, a finance close workbook, or the role of the person who decides what the term

Bytes scanned, estimated rows and runtime that a single question may consume, checked before execution rather than discovered on the bill.

Safety

What it can touch

Access

Files: scoped

Network: none

External API: yes

ONTOLOGY CHIPS

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Safety

Inspect everything before it runs

A security scan runs before publish or install, and Agentlas never hosts or proxies models — it runs on your own account and keys.