AI Systems in Production · Los Angeles

Built. Shipped. Running.

Everything on this page runs in production — agents doing real work with real money and real customers, not demos. Most of it I architected and shipped myself; two products are built by developers under my direction.

I'm an operator, not a vendor: twenty years of P&L ownership, and today I design, code, and self-host AI systems end to end. These are the patterns I install into businesses.

Seven systems, one operating principle

AI does the persistence and the volume; humans approve what matters; everything is logged.

Internal AI operating system

Self-hosted · replaced Basecamp as our project manager

A Markdown-native workspace with Git as the source of truth, an in-browser editor with an AI coding agent pre-installed for every teammate, and a live operations dashboard — all behind a single MCP gateway (one Cloudflare Worker handling sign-in and SSO, routing internal AI tools like memory, SEO, PPC, and analytics, and audit-logging every tool call for cost attribution). The team works inside it daily.

I redesigned project management itself around AI hand-offs — and replaced our SaaS PM tool with what I built.

Hunter — autonomous PPC agent

Google Ads + Microsoft Ads · human-in-the-loop

An always-on agent that builds campaigns, monitors performance, defends against the platforms' auto-applied changes, and proposes fixes with one-tap approval over Telegram. CRM-grounded, governed by explicit written rules, every action logged.

Replaces the day-to-day work of a PPC manager — with a human approval gate on every change.
kpicreatives.com/hunter

Oscar — YouTube ops agent

Self-hosted analytics + channel management

A self-hosted agent exposing dozens of tools across analytics, discovery/SEO, channel management, captions, and bulk reporting — multi-channel, queryable in plain language through an AI client.

Replaces a stack of dashboards and manual reporting with one agent you can just ask.
kpicreatives.com/oscar

ADUscale — voice AI acquisition machine

Co-founder & CEO · built the product solo

A marketplace for ADU construction: complete information architecture, programmatic pages, structured data — plus the full acquisition machine behind it: funnel, voice AI agent answering inbound calls (Vapi), CRM integration, and analytics. Business thesis to production, no handoffs.

Positioning, funnel, voice agent, CRM, code, deploy — one person, working in production.
aduscale.com

SaaS → self-hosted migrations

FinOps by owning the infrastructure

Moved recurring vendor tools onto self-hosted open source I selected, deployed, and integrated: Frame.io → FreeFrame, DocuSign → Documenso, Attio/GoHighLevel → Twenty CRM, Calendly → Cal.com. I run the whole layer — Docker, reverse proxy, TLS, backups — plus invoicing automation wired into Mercury.

Cuts recurring subscription spend and keeps the data in-house.

InspectPilot

Construction compliance engine · built by a developer under my direction

A concierge agent for general contractors that files and schedules building inspections with LADBS — on top of a compliance engine scoring every contractor on how they actually perform: first-pass rates, violations, permit history. Runs on ~11 million data points covering every LA inspection over 13 years.

11M public inspection records turned into a contractor-quality signal — trust backed by data, not reputation.
inspectpilot.ai

DirectorMode.AI

Creative-director-as-a-service · product owner / technical direction

An AI that actually watches and listens to a video — footage, audio, pacing, hooks — and grades the edit against two rulebooks at once: the brand's and the mechanics of viral performance. A clear score, a director's note, and a timecoded fix list before you publish.

Know whether a video will land with its audience — before you publish.
directormode.ai

The same patterns, installed into your business

Two packaged installs built from the systems above — fixed fee, built on your stack, owned by you.

For general contractors

SubPilot

The AI sub dispatcher that lives in your phone: confirmations, rescheduling cascades, bid coverage with leveling, inspection corrections, and compliance paperwork — dispatched from your own number, with your approval on anything that matters.

korets.net/subpilot
For home service contractors

Revenue Recovery System

Finds the revenue leaking out of an HVAC, plumbing, or electrical shop — unsold estimates, missed calls, a silent customer base — and installs the system that recovers it: AI follow-up, 24/7 front desk, database reactivation.

korets.net/revenue-recovery

Have a process that leaks time or margin?

If it runs on phone calls, spreadsheets, and chasing people — it's a candidate for one of these patterns. Custom engagements start with a one-week audit of how the money actually flows.

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