Evidence vs. Opinion in Enterprise AI Architecture
An architecture review can sound decisive even when the underlying evidence is thin. A demo completes, two AI agents agree, or a vendor benchmark
Decision Crafters helps technology leaders structure uncertain decisions, separate evidence from assumptions, compare viable alternatives, and identify the smallest responsible next action.
A bounded review of one architecture decision. Discuss the decision →
An architecture review can sound decisive even when the underlying evidence is thin. A demo completes, two AI agents agree, or a vendor benchmark
Eight review dimensions, the evidence to ask for in each, and the red flags to watch for before an agentic system earns more autonomy.
Before building an AI operating system, test whether the real problem is ownership, integration, one bounded AI workflow, or repeated cross-workflow governance.
MCP gives agents connectivity. Enterprise architecture still needs identity, delegated authority, policy, evidence, and revocation.