Solution Architecture

If you’ve ever built a “quick” document automation and watched it crumble on real vendor layouts, you already know: document accuracy isn’t a model checkbox—it’s an architecture decision. Power Platform’s AI Builder makes it easy to start, but repeatable, production-grade accuracy comes from decisions you make upstream (data, thresholds, human review) and downstream (ops, ALM, compliance). This guide shares how I architect trained AI Builder solutions that survive real documents, real load, and real auditors.

In IT, we often celebrate the “big leaders” — CEOs, CTOs, and those whose titles command attention.

But real leadership? It’s just as often found in the small, quiet acts of humanity — from the senior developer who takes the time to mentor a junior, to the architect who listens deeply to a frustrated end user, to the project manager who creates a safe space for “stupid” questions that aren’t stupid at all.