Quick Reference Guides

Our Quick Reference Guides provide concise, practical insights on key data topics to enhance your data literacy and decision-making skills. Each guide is designed as an easy-to-use resource, offering essential tips, frameworks, and best practices to help you apply data concepts in real-world scenarios. Perfect for busy professionals, these guides make it simple to stay informed and effective.

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Visualization Selection Guide

A practical guide to selecting visualizations, with specific recommendations based on data types and goals.

Data Visualization
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AI Classification Explorer

Explore different categories of AI applications, use cases, and ROI factors to guide informed AI investments.

Artificial Intelligence
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The 7 Senior Leader Behaviors That Shape Real Data Culture

Discover the seven executive behaviors that truly transform culture—not just through training or dashboards, but through trust, transparency, and action.

Data Strategy Data Literacy
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Socratic Questioning Quick Guide

This 1-page reference helps you challenge assumptions, clarify logic, and sharpen critical thinking through 6 categories of Socratic questioning—ideal for data-informed decision-making and thoughtful discussion.

Data Literacy Data-Informed Decision-Making
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Data Visualization Accuracy Guide

Discover which visualization methods communicate data with the most accuracy—and which ones introduce unnecessary cognitive load or confusion. A must-have for every designer of charts, dashboards, and presentations.

Data Visualization Data Literacy
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Analytical Thinking Principles for Visualizations

A curated set of analytical thinking principles designed to help you improve the clarity, insight, and decision-making impact of your data visualizations.

Data Visualization Analytical Thinking
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Core Types of AI & Human Decision-Making

This guide breaks down the four major categories of AI—from automation to augmentation—and explores how they intersect with human decision roles. A great reference for choosing the right type of AI for your business context.

Artificial Intelligence Data-Informed Decision-Making
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Machine Learning Process Overview

Designed for business professionals, this guide explains each step of the machine learning process in plain language, highlighting where human input is critical.

Artificial Intelligence Data Literacy
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Organizational Data Literacy

This visual guide defines what organizational data literacy really means and outlines the behaviors, barriers, and cultural shifts required to move beyond tools and training toward true decision fluency.

Data Literacy Data Strategy
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Strategic Foresight: Decision Readiness

Explore a visual overview of strategic foresight and future-readiness, including systems thinking, scenario planning, and how to navigate uncertainty in data-informed decisions. Great for leadership workshops and team planning.

Strategic Thinking Data-Informed Decision-Making
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The Data Literacy Reality Check

A quick reference guide to uncovering why many data literacy efforts fail—and how to fix them. Learn to spot surface-level wins, shift toward decision fluency, and build habits that transform data culture.

Data Literacy
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Essential AI Skills for Business Professionals

This guide outlines the non-technical skills—like critical thinking, ethical oversight, and communication that business professionals need to effectively use AI. A must-read for navigating AI-driven work with clarity and confidence.

Artificial Intelligence Data Soft Skills
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Understanding Data Classifications

This guide explains how classifying different types of data improves governance, security, decision-making, and organizational value in a practical, business-friendly way.

Data Literacy Data Strategy
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AI Output-to-Skills Guide

Smart AI decisions start by matching the right human skills to the right AI outputs. This guide helps you navigate AI outputs more effectively by starting where real-world interactions begin — with the type of output you’re working with.

Artificial Intelligence Data Soft Skills
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Organizational Analytics Capabilities Readiness

An overview of three primary analytics organizational structures—centralized, hybrid, and decentralized—highlighting their characteristics, benefits, and potential drawbacks.

Data Strategy Data Analytics
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Data Analytics Principles

A checklist-based approach to foundational data principles, helping you drive responsible, actionable, and ethical data use.

Data Literacy
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Avoiding Questioning Pitfalls

Helps you spot common flaws in business questions that undermine insight quality, and how to ask better ones.

Data-Informed Decision-Making
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Leadership Behaviors for Data Culture

Discover the everyday actions leaders can take to build data-thinking habits on their teams. These behaviors create the conditions for teams to think critically, ask better questions, and use data more effectively.

Data Literacy Data Strategy
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Business Decision-Making Matrix

Provides a matrix of decision types, data sources, and tools to make better, faster strategic decisions.

Data-Informed Decision-Making
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Data Taxonomy and Classification

A structured framework for categorizing and understanding data types to support better decisions and organizational alignment.

Data-Informed Decision-Making Data Strategy
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Identifying Data Opportunities

Helps professionals spot key moments to apply data, with guiding questions and practical examples.

Data-Informed Decision-Making Data Strategy
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Effective Visualization Design: A Checklist

A design and accessibility checklist for creating clear, intuitive, and inclusive visualizations.

Data Visualization Data Literacy
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Systems Thinking Quick Guide

A quick reference on applying systems thinking mindsets and tools to enhance data-driven decision-making.

Data-Informed Decision-Making
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Future of Work Quick Guide

Highlights how data, analytics, and AI are reshaping work, roles, and necessary future skills.

Data Soft Skills Data Literacy
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The PROMPT Framework Guide

A handy two-page reference outlining key steps and strategies for effective prompt engineering with AI systems.

Artificial Intelligence
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UEQ Framework

A practical framework to help you think critically when using AI. Learn how to use, evaluate, question, and reflect on AI outputs responsibly.

Artificial Intelligence
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Generative AI & Critical Thinking Job Aide

Best practices for responsibly using generative AI to augment human analysis and critical thinking.

Artificial Intelligence
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Data-Informed Decision-Making Checklist

A checklist to follow each of the 8 stages of the data-informed decision-making process.

Data-Informed Decision-Making
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Decoding Ad Hoc Visualizations

This guide arms you with critical skills to evaluate ad hoc visualizations commonly encountered in media and blogs.

Data Visualization
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The Power of Visual Data

A practical guide on the impact and effectiveness of visual data.

Data Visualization
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Why Use Visualizations?

Covers the general benefits of using data visualizations like speed of processing, retention and memory, etc...

Data Visualization
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Data Literacy Blueprint for Individuals

This guide provides an overview of the 9 components of data literacy, listing the competencies for each.

Data Literacy
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Decision Classification and Assessment

This guide walks users through a classification framework to evaluate decisions by impact, risk, stakeholder involvement, and complexity.

Data-Informed Decision-Making
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Memo to the C-Suite: Why Data Culture Is a Leadership Imperative

This visual memo outlines why data culture isn't just an IT or L&D project—it's a leadership responsibility. Explore what great leaders do differently to drive data-informed transformation and build trust in the age of AI.

Data Strategy Data Literacy
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Guide to Data Visualization Types

Explore a wide range of data visualization types with this easy-to-scan guide. Whether you're presenting comparisons, trends, parts-to-whole, or relationships, this overview helps you understand the strengths and best uses of each chart style.

Data Visualization Data Literacy
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The AI Thinking Loop Framework

Learn a simple, repeatable five-step framework for working smarter with AI outputs. The AI Thinking Loop helps you frame, use, evaluate, question, and decide—building more critical, responsible, and confident AI-assisted decisions.

Artificial Intelligence Critical Thinking
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