Two Prune resource atlas
A map of AI-enabled knowledge work.
Public, evidence-led resources covering AI capability, realistic work, training, verification, measurement and the decisions knowledge workers make.
18 topic branches · 10 released English resources
Explore by topic
Every released article belongs to one canonical intent and one branch, preventing duplicate pages from competing for the same question.
- 67 mapped intents
Foundations and vocabulary
Definitions, mental models, and category language for AI-enabled knowledge work.
- 517 mapped intents
Knowledge-worker roles and functions
Role-specific AI work, decisions, evidence, deliverables, failure modes, and verification.
- 97 mapped intents
AI-enabled workflows and tasks
Task-led guidance that applies across roles without duplicating role-context pages.
- 55 mapped intents
AI capability and fluency
Observable capabilities, subskills, and the six Two Prune pillars.
- 73 mapped intents
Training and enablement
Programme design, practice, transfer, reinforcement, and evaluation.
- 121 mapped intents
Measurement and assessment
Constructs, methods, evidence, interpretation, and limitations.
- 121 mapped intents
Verification and quality control
Failure modes, detection methods, prevention controls, and observable verification skill.
- 97 mapped intents
Adoption and organizational change
Diagnosing, improving, and measuring sustainable AI-enabled work adoption.
- 97 mapped intents
Governance and responsible use
Policies, controls, human accountability, evidence, and operating boundaries.
- 138 mapped intents
Deliverables and evidence
How AI changes common knowledge-work artifacts and how each artifact should be checked.
- 81 mapped intents
AI tools and platform signals
What tool telemetry can show, what it cannot show, and what complementary evidence is needed.
- 153 mapped intents
Industries and sectors
Sector-specific workflows, capability risks, measurement design, and evidence constraints.
- 151 mapped intents
Buyers and stakeholders
Role-specific ownership questions, business cases, pilots, reporting, and objections.
- 51 mapped intents
Comparisons and alternatives
Balanced decision pages with disclosed criteria and conditional recommendations.
- 61 mapped intents
Research, standards, and regulation
Source-led explainers and implementation implications; legal review required where applicable.
- 67 mapped intents
Templates, checklists, and diagnostics
Useful downloadable or interactive assets that create first-party value.
- 111 mapped intents
Problems, symptoms, and questions
Plain-language long-tail questions that do not assume category vocabulary.
- 39 mapped intents
Two Prune product and methodology
Accurate product, method, report, scenario, and commercial pages within approved claims.
Publication standard
Built for people. Structured for retrieval.
Pages are public only after automated evidence, claims, uniqueness, localization and release checks pass. The same semantic HTML is served to readers, search engines and AI search systems.