AI Adoption Gap
What current U.S. business data says about adoption by firm size—and why workflow readiness matters more than access to tools.
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Independent analysis designed to turn public data, engineering frameworks, and operating evidence into practical direction.
SKAR Research
Each report separates primary-source evidence from interpretation and documents the assumptions and limitations behind its conclusions.
What current U.S. business data says about adoption by firm size—and why workflow readiness matters more than access to tools.
Read the report →A five-level readiness model for manufacturers deciding where digital investment can produce operational value.
Read the report →A scenario-based decision framework for understanding rapidly rising U.S. data-center electricity demand.
Read the report →Our research standard
Strong insight is a documented chain from the original question through assumptions, evidence, analysis, and the limits of what can be concluded.
Define the decision and evidence required.
Build a transparent analytical structure.
Test assumptions and compare scenarios.
Translate the work into useful direction.