Question path changes with the problem.
A brand audit should not ask the same questions as a systems audit. Wisdom changes the sequence, weighting and evidence expectations by diagnostic type.
AJ DIGITAL / STRATEGY · DESIGN · TECHNOLOGY
Wisdom
AI.
An advanced diagnostic engine that turns business context, user evidence and technical reality into an explainable strategy for action.
Knowledge.+Experience.=Wisdom.
Wisdom does not replace judgement. It structures it — testing Strategy, Design, Technology, People and Social Media against the evidence you provide, then matching the findings to AJ experience.
No mystery scores.
Every score is built from questionnaire responses, diagnostic weights and evidence confidence. Every finding shows why it was triggered.
AJ work becomes product memory.
The engine compares the diagnosis with patterns from AJ case studies across Strategy, Design, Technology and Social Media.
Production architecture
Questionnaire logic is the first layer — not the final layer.
This build now uses deterministic audit logic rather than a random score. In production, the same model can combine authorised website crawling, analytics, CRM/funnel data, design-system evidence, repositories, API specifications, architecture diagrams and social analytics before an AJ expert validates the final diagnosis.
Public signals
Website structure, accessibility, performance, content and observable brand consistency.
Private evidence
Analytics, CRM, repositories, system diagrams, APIs, design files and governance artefacts.
Diagnostic model
Weighted dimensions, contradiction checks, risk ranking, confidence and case-pattern matching.
AJ expert review
Strategy, Design and Technology specialists validate the diagnosis and convert it into implementation.