Business AI Use-Case Scorecard
Score a proposed process, expose assumptions, and create a bounded pilot and capacity range.
A practical AI workbench — no login
What are you trying to accomplish with AI?
Start with your real task. Build a useful work product, keep your inputs private, and use the supporting evidence to check the result.
Choose your work
Compare all tracksBusiness and operations
Choose, test, and govern useful AI workflows.
Turn a recurring process into a measurable, human-approved pilot without exposing sensitive data.
Open this track →Careers and students 15+Build durable skills and credible evidence of work.
Plan skills, portfolio projects, and a responsible job search for an AI-shaped workplace.
Open this track →Teaching and trainingDesign learning that uses AI without surrendering learning.
Create lessons, rubrics, disclosures, and privacy checks for secondary, higher-education, and workforce learners.
Open this track →AI buildersEvaluate prompts, RAG, agents, and local models.
Create repeatable test sets, failure taxonomies, human gates, and rollback plans.
Open this track →Build something useful now
Continue in your workspaceCareer and Student Roadmap Builder
Create a practical 30/60/90-day learning and portfolio plan for learners aged 15+.
Teaching and Training Planner
Design a lesson with a clear AI role, evidence checks, rubric, disclosure, integrity, and privacy boundaries.
From task to proof
Keep the decision, not just the generated answer.
Use the workspace to record a baseline, compare results, measure an outcome, and prepare a reviewed playbook. Historical guides remain supporting evidence—not substitutes for doing the work.
See the playbook standard