RESEARCH

Evidence before enthusiasm.

Primary-source research notes that connect current AI adoption evidence to workflow-level operating decisions.

ActionableEvidence-ledNo filler

Browse the library

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.

Read the methodology