Tools and Frameworks

Visualization Selection Guide

A practical tool to help you choose the most effective chart or graph for your data. This helps ensure your visualizations communicate insights clearly and resonate with your audience.

The Data Literacy Blueprint for Individuals

A practical guide to help individuals build critical skills in data literacy, ethics, and informed decision-making for personal empowerment in the digital age.

The Data-Informed Decision-Making Process

This comprehensive checklist leads you through a structured process, ensuring that every decision is backed by solid data, critical analysis, and the essential human element to ensure well-rounded decisions.

The PROMPT Framework

The PROMPT method provides a 7-step guide to engineering ethical, effective prompts that optimize your AI interactions.

Effective Visualization Design

This checklist is a guide designed to help creators of visualizations validate their effectiveness and accessibility.

Decoding Visualizations

This framework leads readers through a checklist to thoroughly evaluate key aspects of data visualizations, empowering individuals to interpret information accurately and avoid potential manipulation or misinterpretation.

AI Opportunity Evaluator

This guides you through assessing specific AI ideas based on a set of strategic and practical criteria. The tool scores and prioritizes potential AI opportunities.

The DataStory Framework

The DataStory framework provides communicators an adaptive framework for crafting resonant data stories tailored to diverse stakeholders and contexts.

The CLEAR Framework

The CLEAR Framework is a tool that helps navigate the language of data, ensuring that our interpretations are as accurate as possible.

The IMPACT Insight Evaluation Model

The IMPACT Insight Evaluation Model is a comprehensive framework designed to assess the quality and effectiveness of informed insights across six critical dimensions: Integrity, Measurability, Persistence, Applicability, Currency, and Transformative Potential.

The Holistic Decision Analysis Model

The Holistic Decision Analysis Model provides a structured, multi-stage framework designed to enhance decision-making by integrating data analysis, emotional awareness, and contextual understanding.

The AI Opportunity Identification Framework

The AI Opportunity Identification Framework helps businesses identify, evaluate, and prioritize AI applications by aligning AI opportunities with core business challenges.

Interactive Logic Model Builder

The tool helps you map your program’s impact, outcomes, and activities in a clear, structured format—perfect for planning, communicating, or aligning strategy.

AI Decision Aid Tool

This tool guides you to the optimal AI support level—Assisted, Augmented, or Automated—based on your decision's frequency, risk, complexity, and oversight needs. Ideal for aligning AI capabilities with your business context.

Decision Classification and Assessment

A structured framework for evaluating decisions across key dimensions like impact, risk, complexity, and stakeholder involvement—helping teams apply the right level of rigor, resources, and oversight to each decision.

The QUESTION Framework

A structured methodology for crafting purposeful, actionable questions. It guides users through a step-by-step process to clarify goals, explore context, and prioritize inquiries that lead to meaningful decisions and insights.

The AI Output Risk Scoring Tool

A structured tool to assess the reliability, fairness, and appropriateness of AI-generated outputs. With prompts across four key risk categories, it guides you in identifying red flags and deciding when to trust, pause, or investigate further.

The Time-to-Answer (TTA) Scorecard

This scorecard helps your team assess how quickly and efficiently you can go from a business question to a data-driven answer