Insights · Strategy
Strategy
insights
Filtered field notes for Strategy work, newest first.
How to Estimate the ROI of an AI Project
AI ROI depends on workflow impact, integration cost, data readiness, risk, and long-term operations, not just model fees.
Running Staged Acceptance for an AI Project
AI acceptance should verify requirements, data, models, integrations, and operations in stages instead of waiting until launch.
Picking Your First AI Project as an SME
Your first AI project should start with a frequent, measurable, low-risk workflow, not with the flashiest model.
Three common reasons AI adoption fails, and how to avoid them
Most AI projects fail not because the technology is weak, but because the starting point is wrong. Three recurring causes we see across delivery projects, and how to avoid each.
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