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Employee Engagement Survey Analysis + Action Planning (HR Analytics — Saudi Saudization Impact)
freeComprehensive analysis framework for employee engagement surveys in the Saudi context, including statistical methodology, Saudization and di
ESG Performance Measurement Framework — Saudi Company Vision 2030 Reporting (GRI, SASB, Tadawul ESG Guide)
freeComprehensive ESG performance measurement and reporting framework for Saudi companies, aligned with Vision 2030, Tadawul requirements, GRI,
Structured Data Analysis Plan Before Touching the Numbers
freeBuild a rigorous data analysis plan defining questions, variables, and methods before analysis, for analysts seeking trustworthy results, wi
Root-Cause Analysis with 5-Whys and Fishbone
freeDissect a recurring problem to its root cause via 5-Whys and the fishbone diagram, for quality and operations managers, without jumping to s
Structured Decision Analysis with Weighted Criteria and Bias Checks
freeCompare hard-decision alternatives with a weighted-criteria matrix that exposes trade-offs and biases, for decision-makers, without pre-favo
Dashboard Narrative from Metrics to a Decision Story
freeTurn a silent dashboard into a narrative explaining what changed, why it matters, and the action, for business analysts and team leads, with
Customer Retention Analysis with Cohort Tables
freeRead customer retention through time-based cohort tables to separate join-time from age effects, for growth and product managers, without fa
Survey Raw-Data Interpretation from Coded Tables to Findings
freeTurn raw survey data tables (Likert scales and open-ended items) into soundly processed findings, for data analysts and researchers, without