Research
ClarityLift on organizational health intelligence.
Research and reference documents on the methodology behind ambient organizational health intelligence — what survey-based measurement can and cannot do, what the privacy-first reference architecture looks like in practice, and where ambient analytics has the most operational impact.
Published May 8, 2026
The Survey Fatigue Crisis: Why Engagement Pulse Programs Are Losing Signal
Response rates are dropping across the engagement-survey market. The data your CHRO is acting on is increasingly the data of the few employees still willing to fill in a form.
Published May 8, 2026
Why Engagement Surveys Predict Almost Nothing About Future Outcomes
The correlation between engagement-survey scores and the outcomes those scores claim to forecast — turnover, productivity, customer satisfaction — is meaningfully weaker than the dashboard lets on.
Published May 8, 2026
Ambient Intelligence vs. Survey-Based Measurement: A Methodology Comparison
A side-by-side comparison of the inferential properties of ambient organizational health intelligence and traditional engagement-survey measurement. Different methods, different failure modes.
Published May 8, 2026
Privacy-First Workplace Analytics: A Reference Architecture
The technical and architectural pattern for building organizational health intelligence that is privacy-first by construction, not by policy. Suitable as a reference document for procurement, security review, and legal review.
Published May 8, 2026
The Cost of M&A Culture Failure: A Data Review
Culture is repeatedly cited as the leading cause of M&A failure. The published data is more nuanced than that headline suggests, but the operational implication for the integration window is the same: detect culture clash early or pay for it.