Olivia Keiter
Builder, operator, and someone who cares deeply about work that does not break under pressure.
[Professional portrait of Olivia in a real environment with warm natural light and relaxed posture.]
The story
I started in the Navy as an Information Systems Technician. High-stakes environments teach you quickly what matters: systems need to be clear, resilient, and accountable when the pressure is real.
After service, I kept moving deeper into tech and federal contracting work, including time at Microsoft. In that chapter I built IMHub, a production multi-agent AI platform running nine agents that removed more than 1,000 manual actions per day. I built it on my own initiative, without a formal engineering team, because the need was obvious and waiting was not useful.
Keiter & Co. came next, built from our farm because small businesses deserve better systems than the ones they keep getting sold. Building Out Loud followed for a simple reason: information this useful should not be locked behind a paywall or a follow button.
Consulting is the natural next step. It is all the same work, just with a sharper focus on helping firms move from fragile process to practical systems that actually run.
The farm
Home is Petersburg, New York. Twenty-two acres, chickens, a garden, and the daily rhythm of building something real in a place that matters.
This site does not include names or photos of children. That boundary stays firm.
[Outdoor photo on the farm in Petersburg, New York. Natural textures, warm light, no children visible.]
What I believe
- Agents recommend. Humans push go.
- Wrong architecture needs a rebuild, not a patch.
- You should feel the friction before you automate it.
- Information this useful should not live behind a paywall.