THE DATA OS — WHO RUNS WHAT
Fully managed — or run by your team.
Every block in the pipeline can be fully managed by Vision Labs or run by your own team. Drag the blocks to set the split — most companies start fully managed.
Your team runs
Vision Labs runs
Raw Data
Your team
Extraction
Vision Labs
BigQuery (Raw)
Vision Labs
Transformation
Vision Labs
Summary Table
Vision Labs
Always Vision Labs
Reporting
Vision Labs
Monitoring
Vision Labs
Reporting MCP
Vision Labs
Your Claude
Your AI tools
Whichever split you pick, your team gets the MCP.
The Reporting MCP plugs into Claude Desktop, Cursor — any AI client your team already uses. Ask a question in plain English and get an artifact built from the governed tables. No SQL, no CSV exports, no waiting on an analyst.
Build my Monday-morning exec summary as a shareable artifact.
Done — one page, live numbers straight from your summary tables, ready to send.
Reads the governed tables
Ships as an artifact
Which ad creatives should we kill this week?
Three underperformers flagged — spend detail and the comparison chart are in the artifact.