AI Industry & Venture Navigator
Which concrete industry workflow or venture should I investigate?
Choose the branch that matches your decision, then choose the relevant article. The destinations are alternatives and references, not a mandatory reading sequence.
Start: Choose Your Decision
- Is the opportunity about demand, transactions, scheduling, or customer behavior? → Commerce, finance and operations
- Is the intended result exploratory research or consequential clinical use? → Health, biology and research
- Is the problem observation, forecasting, control, or scientific discovery? → Environment, energy and resources
- Will the system observe, recommend, or act? → Physical systems and infrastructure
- Which authority, service or protection objective defines the use case? → Public services and security
- Is the system supporting people, studying behavior, or mediating interaction? → People, culture and education
- Is the objective analysis, discovery, or deployment? → Space, materials and scientific exploration
- Do you have a user problem, evidence of demand, and a viable implementation path? → Venture design and adoption
If you are unsure, begin with the first branch and state the outcome you need before selecting a method or tool.
Commerce, finance and operations
Question: Is the opportunity about demand, transactions, scheduling, or customer behavior?
Start with a measurable operational decision. Identify the information required, the current baseline and the person accountable for the outcome.
Article destinations:
- Client Engagement
- Count Customers
- Fabrics & Textiles
- Fashion
- Hospitality, Food, and Spirits
- Improper Payments
- Insurance
- Procuring
- Real Estate
- Recipes
- Scheduling
- Sports
- Sports Prediction
- Travel & Tourism
Checkpoint: State a business metric and the best non-AI alternative.
- Yes, I can do this: Compare an alternative, test the choice, or continue through the related trees below.
- Not yet: Revisit the relevant explanation or choose a simpler baseline.
- Choose another decision →
Health, biology and research
Question: Is the intended result exploratory research or consequential clinical use?
Explore the domain articles, then separate a research prototype from validated operational use.
Article destinations:
Checkpoint: Identify the evidence and domain review required before relying on the result.
- Yes, I can do this: Compare an alternative, test the choice, or continue through the related trees below.
- Not yet: Revisit the relevant explanation or choose a simpler baseline.
- Choose another decision →
Environment, energy and resources
Question: Is the problem observation, forecasting, control, or scientific discovery?
Specify the physical process, available measurements and consequence of error.
Article destinations:
Checkpoint: Compare predictions or actions with an appropriate physical and historical baseline.
- Yes, I can do this: Compare an alternative, test the choice, or continue through the related trees below.
- Not yet: Revisit the relevant explanation or choose a simpler baseline.
- Choose another decision →
Physical systems and infrastructure
Question: Will the system observe, recommend, or act?
Observation requires measurement quality; action also requires control, safety and recovery.
Article destinations:
Checkpoint: Identify who can stop the system and what happens when sensing or control fails.
- Yes, I can do this: Compare an alternative, test the choice, or continue through the related trees below.
- Not yet: Revisit the relevant explanation or choose a simpler baseline.
- Choose another decision →
Public services and security
Question: Which authority, service or protection objective defines the use case?
Review the domain and intended beneficiaries before selecting a technical method.
Article destinations:
- First Responder
- Joint Capabilities Integration and Development System (JCIDS)
- Lie Detection
- U.S. Department of Homeland Security (DHS)
Checkpoint: Identify accountability, privacy and applicable domain constraints.
- Yes, I can do this: Compare an alternative, test the choice, or continue through the related trees below.
- Not yet: Revisit the relevant explanation or choose a simpler baseline.
- Choose another decision →
People, culture and education
Question: Is the system supporting people, studying behavior, or mediating interaction?
Describe the user experience and the affected groups. Avoid treating a measurable proxy as the whole human outcome.
Article destinations:
Checkpoint: Define user benefit and a way to detect unintended effects.
- Yes, I can do this: Compare an alternative, test the choice, or continue through the related trees below.
- Not yet: Revisit the relevant explanation or choose a simpler baseline.
- Choose another decision →
Space, materials and scientific exploration
Question: Is the objective analysis, discovery, or deployment?
Separate established applications from experimental or speculative capabilities.
Article destinations:
Checkpoint: State the maturity of the evidence and what would change the conclusion.
- Yes, I can do this: Compare an alternative, test the choice, or continue through the related trees below.
- Not yet: Revisit the relevant explanation or choose a simpler baseline.
- Choose another decision →
Venture design and adoption
Question: Do you have a user problem, evidence of demand, and a viable implementation path?
Use startup walkthroughs as case material, not validated business plans. Compare differentiation, delivery effort and ongoing costs.
Article destinations:
- Diagrams for Business Analysis
- Enterprise Portfolio Management (EPM)
- Generative AI for Business Analysis
- How do I leverage Artificial Intelligence (AI)?
- Moat
- Project Check-in
- Watch me Build a Cybersecurity Startup
- Watch me Build a Finance Startup
- Watch me Build a Healthcare Startup
- Watch me Build a Marketing Startup
- Watch me Build a Retail Startup
Checkpoint: Write a testable value proposition, baseline economics and a stop-or-continue decision.
- Yes, I can do this: Compare an alternative, test the choice, or continue through the related trees below.
- Not yet: Revisit the relevant explanation or choose a simpler baseline.
- Choose another decision →