From the field.
On AI delivery, engineering leadership, and the decisions that shape technical organizations.
The Capability Overhang Is Real. Most Companies Are Pointing It at the Wrong Problem.
The gap between what AI systems can do and what organizations use them for isn't only an adoption problem. It's a targeting problem — most enterprises aim frontier models at capacity creation when the value sits in capability increase.
August 2026From POC to Production
A working prototype is evidence the problem is worth solving. Getting from there to something the organization can depend on involves a different set of questions — and most of them aren't about the code.
April 2026Tell us what you need help with
Every Simplefield engagement begins with a conversation. Share what you're working on and we'll follow up with the right approach — or tell you honestly if we're not the right fit.
Know what you need? Drop us a project brief — we'll get back to you fast.