Building systems that future-proof your business.

I design and deploy automated workflows and tailored AI operating systems that capture client data, remove operational friction, and keep operations running cleanly.

Launch Discovery Audit Explore Systems

Run a zero-friction workflow audit.

Experience my flagship Discovery Voice Agent. An interactive, 15-minute voice interview that reviews your business tools, records bottlenecks, and builds your custom operating assessment.

  • Identifies your top 3 operational waste loops
  • Calculates your digital automation score
  • Delivers a customized recommendation report directly to your inbox
Start Audit Now
Agent Standby

Click the microphone to begin talking to the Handlit auditor. Ensure microphone access is allowed.

SaaS systems structured for speed and precision.

// Telemetry Audit

Automate the Manual

I design lightweight, self-testing n8n workflows that clean, route, and transform your data. Out of your head, into code.

[SYSTEM] READY
// Diagnostic Shuffler

Build Custom Operators

Tailored AI agents trained to handle your brand voice, automate customer audits, and draft high-converting proposals on-brand.

// PIPELINE 01 Brand Voice Sync
// PIPELINE 02 Email Classifier
// PIPELINE 03 Lead Scraper Agent
// Protocol Scheduler

Structure the AI OS

A unified company brain merging Obsidian context, API workflows, and local LLMs to future-proof your business operations.

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Case Study 02

An AI lead engine that answers before you can blink.

Speed-to-Lead: scraped or inbound leads get scored 1-10 by Claude, answered in my brand voice, routed hot or nurture, and logged to a CRM before any send fires — built on self-hosted n8n, tested on my own pipeline first. Includes a live interactive demo.

Open the Case Study + Demo

The Build Target

Set before the first node was wired.

<60s
Lead to reply
24/7
No human on call
Case Study 01

Ops audit and menu automation for local restaurant.

How I took Kuya Kok's restaurant operations from messy messaging threads and manual dispatching to an automated ordering platform. Built to function under strict physical constraints.

Read Case Details

The Shipped Output

Replacing manual overhead with clean, programmatic structures.

100%
Automated
0
Manual Mistakes