Seven tests before an AI agent belongs in production
A production-readiness checklist for leaders evaluating agentic workflows, tool use, retrieval, human approvals, observability, and recovery.
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Practical perspectives drawn from the operating edge—where strategy, technology, people, and delivery meet.
A production-readiness checklist for leaders evaluating agentic workflows, tool use, retrieval, human approvals, observability, and recovery.
Read the field noteA practical framework for deciding what should run locally, what can use cloud models, and how to keep evidence, accountability, and recovery intact.
Read the field noteA decision guide for Canadian B2B firms building a credible, evidence-led entry into the United States without treating America as one homogeneous market.
Read the field noteHow technology and professional-services firms can build a repeatable government-market system across intelligence, capture, procurement, proposals, and learning.
Read the field noteThe warning signs, first decisions, and selection criteria leaders should use when a consequential program is slipping or losing credibility.
Read the field noteA practical operating model for engineering repeatable go-to-market systems without pretending government capture and commercial revenue motions work the same way.
Read the field noteA practical framework for moving AI initiatives from disconnected experiments to governed, measurable business outcomes.
Read the field noteHow leaders can establish the facts, stabilize delivery, reset governance, and create a credible recovery path.
Read the field noteWhy technology programs underperform when roles, decisions, workflows, incentives, and change are treated as secondary.
Read the field noteA practical operating model for distributed consulting and delivery teams working across cities, time zones, and organizations.
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