Agentic AI Technology

Our technology stack is built for autonomous operation. Agents that work in loops, self-correct, and never give up.

How Our Agents Work

Each agent is an autonomous loop: receive task, execute, evaluate, repeat until success. No human intervention needed for routine operations.

Agents are specialized — one handles renewals, another tracks revenue, another monitors compliance. They communicate through shared databases and event queues.

When an agent encounters something it can't handle, it escalates to a human with full context. You make the decision, the agent handles everything else.

The Agent Team

Our flagship deployment runs 19 specialized agents covering the full insurance automation lifecycle:

Phase 1: Core infrastructure and data management
Phase 2: Revenue tracking and Stripe integration
Phase 3: Insurance-specific automation
Phase 4: Client communication and reporting
Phase 5: Analytics and optimization

SQLite

Lightweight, serverless databases for each agent. No overhead, maximum reliability.

Ruby & Rails

Battle-tested framework for the control plane. Convention over configuration.

LaunchD

macOS native scheduling for agent orchestration. Reliable, observable, restartable.

Hotwire

Real-time dashboard updates without JavaScript complexity. Server-rendered, fast.