The Workflow-Tool Fit Methodology
The methodology underpinning AWSM LABS' post-deployment evaluation of AI tools against specific workflows. Sets the standard for how the lab publishes tool efficacy findings.
This methodology document is forthcoming. It will be the foundational publication for the AI Tool Efficacy pillar — defining how AWSM LABS evaluates workflow-tool pairs from post-deployment evidence rather than vendor claims. Inquire about contributing to the methodology development.
Research Notes
Methodology
Forthcoming. This methodology document will define the five-dimension scoring framework (Outcome Efficacy, Adoption Velocity, Integration Fit, Total Cost of Ownership, Deployment Risk), the workflow taxonomy used, data sourcing protocols, and limitations.