Quarterly Instrument
The Pulse
The profession's vital signs. 45 questions across 7 sections. 30 minutes.
Mandatory for all members — that's what makes the data real.
7 Sections
A
AI Impact & Adoption
Confidence, anxiety, momentum, trust factors, hype-reality matrix (12 capabilities)
B
Vendor & Technology Intelligence
Domain confidence (CDD, screening, TM, fraud), vendor satisfaction, architecture migration
C
Talent, Skills & Workforce
Hardest skills to find, training investment, career trajectory, AI displacement concern
D
Organisational Readiness & Governance
AI strategy maturity, governance friction, leadership alignment, change readiness
E
Risk Landscape & Emerging Threats
Top risks, active mitigation, AI failure patterns, game-changing developments
F
Cooperation & Information Sharing
Willingness to share, barriers, cooperation readiness by institution type
G
Professional Identity & Outlook
What keeps you in the field, career satisfaction, profession pride, future outlook
What makes it different
Mandatory participation — — completion. No self-selection bias.
Verified practitioners — every respondent democratically admitted or founding cohort.
Three-pass anonymisation — PII stripped, combinations checked, segments suppressed below 10.
21-day deletion — individual responses permanently destroyed after anonymisation.
AAPOR compliant — full transparency on methodology, limitations, and panel composition.