Fractional AI Operator

I build AI systems that run in your business.

I join your team, learn how work actually moves, and start building. AI agents, workflow automation, the infrastructure that turns AI from a thing your team talks about into how your team operates. I stay until it's running and your people own it.

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01 / Is This You

Talk to me if this sounds familiar.

Your team has experimented with AI tools, but nothing is wired into actual workflows. It's still copy-paste from ChatGPT.
You know AI should be saving your team real hours, but nobody on staff knows how to build that.
You've talked to consultants who left you with recommendations but no running systems.
You need a senior technical builder, but hiring a full-time AI lead doesn't make sense yet.
You want someone who's done this before. For themselves, not just for a slide deck.

If you're nodding at two or more of these, we should talk.

02 / What Happens When I Start

I don't spend months planning. This is what the first engagement looks like.

This isn't a phased consulting roadmap. It's how I work. Fast, embedded, focused on getting to value quickly.

Understand

Workflow Immersion

I learn your business the way a new team member would. I sit with your team, watch how work actually moves, map the real workflows (not the org chart version), and find where AI makes the biggest difference with the least friction.

Build

First System Live

Once I understand where the leverage is, the first system goes up. Usually a workflow agent or automation targeting the biggest bottleneck — a working system, running in your team's actual tools.

Expand

Expand & Onboard

I build the next layer of systems while training your team to work alongside what's already running. Agents get smarter, workflows get tighter, and your people start seeing AI as a teammate, not a tool they have to figure out.

Embed

Embedded Operations

I'm part of the team. I iterate on what's deployed, build new systems as opportunities surface, and hand capability to your people as they're ready. The goal is a team that runs this without me.

03 / What Gets Built

Real systems, not slide decks.

What I build depends on where the problems are. But it usually looks something like this.

AI Teammates

Specialized agents that handle real work. Research, outreach, content, intake, data processing. They keep persistent context and get better over time.

Workflow Automation

Processes that used to take someone half a day, now running on their own. Triage, routing, reporting, prep work. Wired into the tools your team already uses.

Agent Orchestration

Multi-agent systems where AI teammates coordinate and hand work to each other with shared state. Not isolated chatbots. A system that works together.

Team AI Fluency

Your people learn to work alongside AI by using systems I build for their specific roles, not from a training deck. Fluency through doing.

04 / Proof of Work

I built my own company this way first.

Everything I'd build for you, I've already built and pressure-tested in my own business. This isn't a service I designed. It's how I operate every day.

Live
AI systems in production
Agents handling every stage — pipeline, content, research, client prep, daily ops. Versioned instructions, persistent context, running every day.
Auto
Autonomous daily operations
Self-evolving daily briefs, pipeline orchestration across multiple stages, and AI agents that coordinate via shared state management.
Solo
One person, full output
I run a multi-service business as a solo operator. AI systems handle the work that would otherwise require a team. That's the leverage I build for clients.

My sales pipeline has AI systems named Scout, Relay, Build Prep, and Closer. Each handles a stage of client acquisition with handoff protocols between them. They share a single source of truth for pipeline state and coordinate on their own.

My daily brief system runs on GitHub Actions and the Anthropic API. It adapts based on what I actually engage with and delivers continuity every morning. No manual curation.

This isn't hypothetical infrastructure. It's running right now, every day, in a real business generating real revenue. When I say I'll build AI systems that work, I mean the same systems I depend on myself.

The difference between me and a consultant: if what I build breaks, it breaks my business too. That's why it works.

05 / Background
Darren Buckner

20 years of building.

I'm a full-stack engineer who builds AI systems now. I've been shipping software across startups and enterprise for two decades. Shopzilla, the NFL, my own companies. I co-founded Workfrom and went through Techstars in 2020.

Now I build AI infrastructure full-time. Not as a side interest. It's the core of how I run my business and how I help others run theirs. I speak at conferences on AI teaming because I think most companies are approaching this wrong, and I want to show a different way.

I'm based in Portland. I work with a small number of clients at a time. And I build every system I'd deploy for you in my own business first.

20 yrs
Full-stack engineering across startups and enterprise
TS '20
Co-founded Workfrom. Techstars accelerator graduate.
IRL
Speaking at conferences on AI teaming and human-AI collaboration
Daily
Running autonomous agent infrastructure in production, in my own business
06 / Ways to Work Together

Three ways in. Pick the one that fits.

Not sure where to start? The first conversation is free. I'll tell you which engagement makes sense, or if none of them do.

Assess

AI Operations Audit

$5,000
One-time · 2–3 weeks

You know AI should be doing more in your business but you're not sure where to start or what to prioritize. I map your team's actual workflows, talk to the people doing the work, and identify where AI agents and automation create the most operational leverage.

You get a prioritized roadmap — what to build, in what order, and why. The audit gives you everything you need to bring someone like me on to build, or run the playbook with your own team.

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Advise

AI Advisory

$5,000
Per month, 2-month minimum

You've already committed to building with AI. You have something in motion — a project, a team, a direction. What you need is someone who's done this before to help you around the corners, pressure-test your approach, and show you how the systems work in practice.

We work async throughout the week and meet for a weekly call. Built for founders and technical leaders who are executing but want a guide who builds this stuff every day.

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Stop planning. Start building.

30-minute conversation. No pitch, no pressure. We'll talk about where AI fits in how your team actually works.

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