HomeAI Automation Comparisons and Decision Guides
DECISION LIBRARY

Choose the simplest thing that can work.

Side-by-side guides for the architecture and delivery decisions that come after you have identified a real workflow.

ActionableEvidence-ledNo filler

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AssessmentOpportunity vs readinessTwo questions, different outputs.ArchitectureAI agent vs automationDecide how much autonomy is justified.ArchitectureAI vs rules-based automationChoose probabilistic vs deterministic steps.DeliveryBuild vs buy AI automationCompare ownership and total cost.DeliveryConsultant vs platformSeparate discovery from execution.

Start with your work, not a vendor.

The SparksOps library is organized around the decisions operators actually need to make: where AI fits, what it is worth, what should remain human, and which implementation boundary is simplest.

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