Route a question to current specialist services, keep the source-specific limits visible, join the structured results locally, and return a brief that separates live evidence from model interpretation.
A structured answer joins current project filings, geographic records, market indicators, and recent papers while preserving the limits of each source.
Research agents need current prices, filings, weather, geographic facts, scientific records, vulnerabilities, and other changing data. Integrating each upstream independently creates a long tail of keys, schemas, and error handling. Pilot’s specialist directory normalizes discovery and common commands while keeping each data source’s scope and upstream limitations visible.
Find services across reference, science, government, finance, news, transit, security, health, and other domains.
DISCOVERCommon help, data, summary, and JSON conventions reduce the amount of bespoke tool knowledge an agent needs.
QUERYCosift, DuckDB, databases, and market-intelligence apps turn live observations into a larger research workflow.
COMPOSEGive us a question whose answer changes over time. We will identify candidate specialist services, structured joins, document context, and source-health caveats.
Search the live directory by capability or domain rather than starting from a vendor list.
Use the service help response to understand parameters and available data.
Query one or several specialists while retaining source-specific status and limits.
Combine live data with indexed knowledge or local analytical tools for the final result.