Fleet operations · Agent orchestration · Tool usage · Scorecards · Payroll and schedule queries
Dispatchers and managers relied on calls, emails and spreadsheets to answer routine fleet and performance questions.
Operational context lived across documents, dashboards, databases and local scorecards.
Manual handling could not keep pace as operations grew and question volume increased.
Slow access to information delayed decisions and weakened coordination between teams.
An orchestrator routes each user question to the right agent and tool path.
Agents query databases, documents, scorecards and dashboards through governed tool use.
Authentication, rate limiting, request logging and prompt guardrails keep the assistant inside the operating boundary.
Modular FastAPI infrastructure supports future alerts, integrations, tracing and CI/CD.
Daily operational queries handled without delay.
Fleet, payroll and metrics answers from one interface.
Designed for alerts and additional integrations.
Reduced manual lookup burden on dispatchers.