AI Systems | Civic Operator

What I build

Three ways AI shows up as real, usable systems on your stack.

Environments & agents

AI workspaces on your stack, with agents that run long jobs on a schedule and skills tuned to your work.

Mine your own data

Turn your email, files, and PDFs into clean, structured data that feeds your systems and sharpens reporting.

Custom intelligence tools

Purpose-built tools that answer one real question for one real audience.

Proof

Systems already running in the world.

Intelligence that compounds overnight

An unattended agent that reads government documents nightly, sorts and files them into structured boards, and drafts the newsletter. Downloads and processes original documents, adding them to the data product.

A nightly finance data pipeline

An automated, scheduled ETL for a multi-location business: every night it pulls each site's operational database and its payment processor, builds validated finance workbooks, and lands them where dashboards refresh against them — with reconciliation gates that abort the run if recognized revenue doesn't tie out to the penny.

A purpose-built mapping tool

An interactive mapping tool built for a public-media network's congressional funding application. Pulls from U.S. Census data and custom shapefiles while calculating impact on the fly.

Some of the tools behind it

I leverage current advances in software to examine processes, build strategy, and automate repetitive tasks. Here are some of the valuable tools I work in.

Great for data-heavy applications, offering the flexibility of a database with the ease of a spreadsheet. Its AI-powered "Build an App" feature can extract value from existing datasets.

Leading AI platforms: OpenAI, Claude, and Google Gemini

Leading AI platforms like Claude Enterprise, OpenAI Enterprise, and Google Gemini for Workspace all have enterprise offerings. Let's talk about what works for you.

Integrating Google's suite of enterprise apps with Gemini and scripting tools can enhance business operations and unlock growth.

Emerging AI tools, put to work immediately.