I connect the systems a business already runs on, then let them run themselves.
AI automation and business-systems integration. This map is the platform I designed, built and ran for a US commercial contractor: 12 production services joining 15+ platforms into one network. Every station is something I shipped. Pick one.
Bohol, Philippines / Remote, US business hours / Open to new roles
Eight stops worth getting off at
The tools that changed how the business runs: the problem each one solved, what I built, and what's different now.
AI makes the decisions. Code does the work.
Every build follows one rule, the WAT pattern: Workflows say what should happen, an Agent makes the judgment calls, and Tools (plain, tested scripts) do the execution. That's because errors multiply. Try it.
A deterministic tool step is counted at 99.9%.
- WorkflowA plain-language SOP: the objective, the inputs, which tools to use, and the edge cases.
- AgentReads the workflow, makes the judgment calls, sequences the tools and recovers when one fails.
- ToolA small, tested Python script that does one job against one API, the same way every time.
Side tracks
Smaller builds that don't run on the main network.
How I got here
From answering the support queue to designing the systems behind it.
What I work with
Next stop: your systems.
If your team copies data between tools, waits on reports someone assembles by hand, or has automations nobody trusts, let's talk.