AWSM RSRCH
RSRCH
Original research on what actually works in deployed AI.
AWSM RSRCH™ (“research”) is where AWSM LABS publishes original research on the questions that matter most for AI activation. Our work is grounded in proprietary data from real engagements — telemetry, post-deployment outcomes, workflow analysis — not surveys or vendor claims. Four pillars organize what we study.
AI Value Attribution
How organizations attribute business value to AI investments in ways that hold up to boards, PE sponsors, and CFOs.
Workflow Architecture
How work gets restructured when AI enters, and which patterns predict success or failure.
AI Tool Efficacy
Which AI tools produce measurable outcomes against which workflows, and what fit-for-purpose looks like in deployed environments.
AI Adoption & Governance
What organizational and behavioral conditions determine whether deployed AI actually gets used, trusted, and scaled.