Lancecount Consulting — Software architecture, cloud, and private AI, delivered by people who have shipped it before.
What we do
Five practices.
One standard of delivery.
Every engagement is led by senior hands with two decades of production systems behind them: no bait-and-switch, no junior bench.
Why Lancecount
Judgment you can't download.
20+
Years shipping production systems
From on-premise data centers to cloud-native platforms. Our recommendations come from systems we have built and operated, not slideware.
3
Books on AI-era engineering
Our principal literally wrote the book on quality control in AI-assisted development: the discipline we bring to every AI adoption.
0
Data leaves your building
Our private AI practice is built on one promise: capable AI on infrastructure you control, with nothing sent to third-party APIs.
Insights
Field notes from the practice.
Why Private, On-Premise AI Is Having a Moment
Cloud AI APIs are the fast path, but for many organizations, the right path runs through their own hardware. Here's when private AI deployments make sense, and what they actually involve.
Read →Jun 15, 2026, 2 minAI Writes the Code. You Are the Quality Control.
AI-assisted development multiplies output, including the output of mistakes. The teams winning with tools like Claude Code and Copilot are the ones who redesigned their review discipline, not just their tooling.
Read →May 20, 2026, 3 minA Pragmatic Path Off Legacy Systems
Big-bang rewrites fail for predictable reasons. A staged modernization, stabilizing, carving, then replacing, gets you to a maintainable system without betting the business on a rewrite.
Read →Have a system that keeps you up at night?
A first conversation costs nothing and usually clarifies a lot. We reply within one business day.