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Reporting agents

Reporting usually means someone assembling numbers before a meeting: vacancies, open items, upcoming contracts.

A reporting agent does the assembling. With a read-only key it queries the portfolio — every list endpoint, every detail query — and turns the result into the narrative you asked for: a weekly digest, a management summary, an anomaly list. Questions like “which units are vacant longer than average?” are answered by combining queries, not by opening spreadsheets.

Read-only keys make this the safest agent you can run: it cannot change anything, by construction. And because it is its own attributed actor, its activity is visible in the log like any other agent.

What it is built from

  • A read-only agent key — queries only, by construction
  • Query tools across the portfolio
  • MCP for natural-language tool use over the data
  • Scheduled runs as a company-level automation

Tip

Reporting is the best first agent: zero write risk, immediate value. See For customers to start.