Systems that run your business — not just support it.
We build systems that replace the manual work your team does every day — without adding headcount or overhead.
You explain the problem. We build the system that solves it.
We learn how your business runs, find the manual work and replace it with systems that handle it automatically — pulling in data, sending follow-ups, keeping everything in sync.
What our clients say.
Trusted by founders and operators who care about results, not demos.
Chris took a workflow consuming 20 hours a week and turned it into a system that runs in the background. We didn’t hire the three people we thought we needed.
Our team was drowning in manual order processing across three platforms. Chris mapped the entire system and shipped something that just works. We got our nights and weekends back.
We worked with multiple teams before this. Everyone promised AI. Chris delivered a system that’s been running in production for nine months without a single outage.
How we work.
We don't start with tools. We start with how your business actually runs.
- 01
Find the Friction
We trace the work from intake to outcome and find where time, money, or accuracy leaks.
- Interview the people doing the work and review the tools they rely on.
- Document each handoff, spreadsheet, approval, and exception.
- Rank what to automate by payoff vs. effort.
Your roleJoin 2–3 workflow interviews. We return a ranked plan. - 02
Build the System
We turn the highest-value workflow into a working system using your actual data.
- Connect the apps, data sources, and rules that drive the process.
- Add checks, fallbacks, and human review where judgment still matters.
- Test against real scenarios before anything reaches production.
Your roleReview milestones. We test against your real data, not a sandbox. - 03
Launch and Tune
We ship the system, monitor it closely, and keep tightening it as volume grows.
- Roll out with clear owners and a standard for what “working” means.
- Watch performance, errors, and edge cases after launch.
- Tune the workflow as your team, data, and requirements change.
Your roleWatch it run. We tune based on what we see in production.
Ready to replace manual work with systems that run?
Get in TouchMeet the
Founder.
Chris McNamara is a builder and operator specializing in applied AI automation, focused on custom systems for businesses where errors have real financial consequences.
Before Ormond Labs, he spent over a decade as a professional poker player, making high-stakes decisions under uncertainty with incomplete information. That decision-making framework carries directly into his work.
He built software and automation to run his own operations — including ledgers, reconciliation systems, and risk tracking — because those tools didn't exist off the shelf.
He builds end-to-end systems spanning data pipelines, decision infrastructure, automation, and internal tooling — messaging systems, full-stack software, and AI workflows that replace manual operations.
What started as internal infrastructure became the foundation for Ormond Labs, where he now builds similar systems for other operators facing the same constraints: real money, real risk, and workflows that need to hold up — while eliminating manual work.
Learn more about Chris →Send the workflow that should not be manual anymore.
A short note with the problem, the tools involved, and what currently breaks is enough to start.