Engineering an agentOS for implementing, managing, and monitoring AI agents
A ground-up product build for our US product arm: a multi-tenant agent platform where businesses run, manage, and monitor AI agents across departments. Our engineers built the orchestration, monitoring, cost tracking, and context layers, first proven internally as BusinessLM and now shipping as Firedesk by Magnitudeminds Inc.
Transforming Magnitudeminds Inc. with AI Innovation
A ground-up product build for our US product arm: a multi-tenant agent platform where businesses run, manage, and monitor AI agents across departments. Our engineers built the orchestration, monitoring, cost tracking, and context layers, first proven internally as BusinessLM and now shipping as Firedesk by Magnitudeminds Inc.
Deliverables
Department agent orchestration system
Multi-agent workflow coordination with intelligent task routing
Agent performance dashboard with KPI monitoring
Agent cost monitoring and tracking
Omni-context system for connecting agents, files, and actions
Custom AI-driven user onboarding with external agent integration
LangSmith integration for comprehensive agent insights
Results & Impact
Achieved 95% function calling success rate across executions
Maintained 3.8s average agent response time with tool use
Cut expense recording from minutes to seconds in internal operations
Ran marketing, accounting, and operations agents in daily production use
Enabled framework-agnostic agent integration (no vendor lock-in)
Matured into Firedesk, the commercial platform by Magnitudeminds Inc.
Ready to Achieve Similar Results?
Let's discuss how we can transform your business with custom AI solutions tailored to your needs.