Reporting agents

In traditional property management, preparing regular management reports requires tedious manual data consolidation: cross-referencing vacancy lists, reconciling open maintenance tickets, and reviewing pending lease renewals across disconnected spreadsheets.

An AI reporting agent automates this analysis end-to-end. Equipped with a read-only API key, the agent queries portfolio endpoints, correlates entity states, and synthesizes structured summaries: a weekly operational digest, executive vacancy reports, or cash flow anomaly alerts. Complex cross-domain queries — such as “Which commercial units have been vacant for more than 90 days with pending maintenance items?” — are answered in seconds.

Because reporting agents operate exclusively with read-only scopes, they represent zero operational risk: they cannot mutate or delete data. Furthermore, every query is attributed to the agent’s unique credential, maintaining full compliance visibility.

Architectural building blocks

• Read-only API credential: Guarantees that the agent is technically restricted to idempotent queries.
• Portfolio query tools: Access to properties, units, contracts, tickets, and financial balances.
• MCP server: Allows LLMs to reason across tools and parse complex multi-step queries dynamically.
• Cron / scheduled execution: Operates as a tenant-bound background workflow running daily or weekly.