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| Section | Weight | Objectives |
|---|---|---|
| Workflow Integration and Solution Design | 16% | - Integrating Claude into existing workflows - Research, planning, and process optimization - Solution design and iteration - Communicating Claude's value and limitations - Analyzing requirements and use cases |
| Prompting and Task Execution | 14% | - Iterating prompts to improve output - Creating effective prompts - Task decomposition - Adapting prompting strategies to task types |
| Troubleshooting and Optimization | 10% | - Optimizing workflows for efficiency and effectiveness - Adjusting approaches based on feedback and results - Diagnosing underperforming prompts and outputs |
| Product and Model Selection | 12% | - Balancing quality, speed, and cost - Managing context limitations and memory - Selecting Claude models - Selecting appropriate Claude product features |
| Configuration and Knowledge Management | 12% | - Managing instructions and knowledge sources - Managing uploaded knowledge and connectors - Maintaining configuration and knowledge sources - Configuring Claude Projects |
| Output Evaluation and Validation | 21% | - Evaluating output accuracy and completeness - Fact-checking and validation - Identifying hallucinations, inconsistencies, and bias - Determining when human review or verification is required - Editing, adapting, and refining outputs |
| Governance, Risk, and Responsible Use | 15% | - Identifying appropriate and inappropriate AI use cases - Ethical and responsible AI use - Data sensitivity, privacy, and regulatory considerations - Organizational AI governance and policies |
1. As part of a workflow redesign, a process analyst is applying the AI Fluency Framework Delegation competency.
Which two criteria most directly inform Delegation decisions? (Select two.)
A) The need for human creativity, empathy, or judgment in the step, which indicates whether the task is appropriate for AI delegation or requires human capabilities that Claude cannot provide.
B) The length of time the workflow has existed in its current form, since well-established processes have been sufficiently validated for AI delegation.
C) The seniority of the team member who currently performs the step, since more senior roles typically involve higher-stakes tasks that warrant human retention.
D) The visual complexity of the workflow diagram, since steps with more connections and dependencies are more likely to require human oversight.
E) The reversibility of the task and the consequences of an error, which together indicate whether the step is safe to delegate to Claude or should be retained for human decision-making.
2. A knowledge worker is explaining the purpose of an organizational AI governance framework to a colleague.
Which description is most accurate?
A) A governance framework documents the AI policies the organization is legally required to adopt, focusing on regulatory compliance rather than day-to-day use.
B) A governance framework lists the AI tools the organization licenses and the cost of each, so users can pick the most cost-effective tool for each task.
C) A governance framework defines the training every employee must complete before using AI tools, with separate requirements for each tool the organization licenses.
D) A governance framework defines approved tools, allowed data, required reviews, and reporting paths so AI is used consistently and accountably.
3. You are handling a document containing mixed-sensitivity content before using it with Claude.
Which data-handling step should be performed first?
A) Submit the redacted document to Claude for the intended task.
B) Redact sensitive fields and replace them with appropriate placeholders.
C) Review the redacted document with a peer to confirm the redaction is complete.
D) Classify the content of the document and identify which fields are sensitive.
4. A manager is deciding what changes to make while conducting a Memory maintenance review for a long- running workflow.
Which two actions best support Memory quality over time? (Select two.)
A) Delete all memories as the maintenance action to ensure a clean slate, then allow Claude to rebuild context organically through subsequent workflow runs.
B) Leave all memories untouched on the basis that the workflow has been running consistently and no output-quality issues have been reported.
C) Export the current memories as a backup before making changes, so prior context can be restored if a maintenance edit unintentionally removes information the workflow still depends on.
D) Identify and edit or delete entries that are stale, inaccurate, or no longer relevant, and add context Claude has not automatically captured but the workflow continues to need.
E) Disable Memory entirely to eliminate the risk of stale entries surfacing in future workflow runs.
5. You are an operations lead mapping production tasks to Claude model strengths to set realistic expectations.
Which two production tasks fit Claude's strengths most clearly? (Select two.) Each correct answer presents a complete solution.
A) calculating the precise settlement value of a derivative contract using live market inputs
B) issuing a binding legal determination based solely on Claude's analysis of case documents
C) drafting a tone-and-audience-aware customer-facing email under human review
D) synthesizing a single executive summary across many long source documents
E) monitoring a live sensor data stream and flagging anomalies as they occur in real time
Solutions:
| Question # 1 Answer: A,E | Question # 2 Answer: D | Question # 3 Answer: D | Question # 4 Answer: C,D | Question # 5 Answer: C,D |
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