Forrest Swan III · SystemSerenity

Operational clarity at scale.

Agency Operations & Systems Manager at Kasey Osman Insurance

I own systems architecture, automation, data governance and cybersecurity at an Allstate agency in Melbourne, Florida, and I build the internal tools the team runs on: a file-compliance auditor, AI-assisted triage, training apps and the workflows that connect them.

18projects delivered: software, infrastructure and operations
2in daily production
118passing automated tests across 3 apps (FileGate, training, exam prep)
2016started in Salesforce systems administration

What the work stands for

Trusted

Dependable systems you can count on.

Connected

Workflows and data that work together.

Optimized

Built to scale with your business.

Selected work

Systems that ship, not slideware

Each project has a written case study. Source code is private; walkthroughs are available on request.

In production Sep 2026

UW Triage Engine + Board

Automated the underwriting-notice workflow end to end: LLM-powered triage, a web-based work board and two-way Slack integration for accountability and SLA tracking.

  • Workflow Automation
  • Google Apps Script
  • LLM Integration (Claude API)
  • Slack API
  • Systems Integration
Shipped Jul 2026

License Exam Prep

Designed and shipped an offline Python desktop application that prepares insurance agents for Florida state licensing exams across six license tracks.

  • Product Development
  • Product Ownership
  • Python
  • Desktop Application
  • SQLite

Open source

Code you can read today

Production source stays private. These 4 public tools distill the same patterns, with tests on every push.

How I work

Clarity first, then automation

Clarity

Clear processes. Clear direction.

Confidence

Make better decisions with the right information.

Serenity

Less chaos. Less stress. More time to lead.

In practice: policies get written down as data before code enforces them, anything that can't be derived goes to a review queue instead of being guessed, and the larger tools ship with automated tests.

Services

Need this kind of clarity in your business?

SystemSerenity also takes on a small number of fixed-price projects for small businesses: the same systems thinking, scoped so you know the cost up front.