AI systems that take work off your team.
We help businesses identify, design, and implement AI systems for support, lead handling, operations, and internal workflows — so their teams can focus on higher-leverage work.
Ready to explore a custom AI system?
Serious business inquiries only. You'll leave with a 1-page recommendation after the call. If you're still exploring, join the community first.
Duke Pan
Software engineer. Founder. Creator.
I spent years as a software engineer across 5 top tech companies, including Meta, Tesla AI, and Coinbase — then co-founded a YCombinator backed startup. I've seen firsthand how the most valuable people in any organization spend most of their time on tasks a well-built AI agent could handle.
Today, I help a big tech company implement AI across its entire data lake, and I teach people how to use AI through my content and community.
AI implementation that actually works
for your business
Not one-size-fits-all tools. Custom AI systems built around how your business already runs.
Lead & DM Automation
Turn repetitive inbound messages into a system that qualifies leads, answers common questions, routes serious buyers, and keeps humans in the loop where it matters.
Operations AI Workflows
Map the manual work inside your business and turn it into repeatable AI-assisted workflows for ops, admin, research, follow-up, and reporting.
Media & Content Systems
Build systems for media companies, creators, and agencies: media kits, content repurposing, sponsor workflows, analytics snapshots, and publishing operations.
Internal AI Tools
Turn internal knowledge, SOPs, and repeatable decisions into tools your team can actually use, from research assistants to ops copilots and reporting dashboards.
From first intake to fully automated
Simple, transparent, and built to get you results fast.
Strategy Call
We learn how your business works, where AI can help, and send a 1-page recommendation after the call.
Scope & Plan
If there’s a fit, we define what to build first, what it should do, and the fastest path to implementation.
Build & Launch
Our team implements the system, ships it into your workflow, and keeps refining it based on real usage.
Not ready for direct help yet? Join Duke Agents Network.
Ready to replace the busywork
and keep the good stuff?
Work with me if you have a serious business workflow to automate. Join Duke Agents Network if you want to learn first.
Need direct help with AI in your business?
We’ll discuss your business needs, identify where AI can create leverage, and send a 1-page recommendation after the call. Best fit for teams with a repeatable workflow and a custom implementation budget starting at $5K+.
Prefer to learn first?
Join Duke Agents Network for live group calls, step-by-step training, prompts, and examples you can use before you decide to bring in direct help.
Want updates by email instead?
Get occasional implementation notes, case studies, and AI automation resources.