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Updated: Aug 21, 2026

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Anthropic CCAO-F Exam Syllabus Topics:

SectionWeightObjectives
Product and Model Selection12%- Managing context limitations and memory
- Selecting appropriate Claude product features
- Balancing quality, speed, and cost
- Selecting Claude models
Prompting and Task Execution14%- Task decomposition
- Creating effective prompts
- Iterating prompts to improve output
- Adapting prompting strategies to task types
Troubleshooting and Optimization10%- Adjusting approaches based on feedback and results
- Optimizing workflows for efficiency and effectiveness
- Diagnosing underperforming prompts and outputs
Output Evaluation and Validation21%- Determining when human review or verification is required
- Fact-checking and validation
- Identifying hallucinations, inconsistencies, and bias
- Editing, adapting, and refining outputs
- Evaluating output accuracy and completeness
Workflow Integration and Solution Design16%- Analyzing requirements and use cases
- Communicating Claude's value and limitations
- Research, planning, and process optimization
- Solution design and iteration
- Integrating Claude into existing workflows
Governance, Risk, and Responsible Use15%- Organizational AI governance and policies
- Data sensitivity, privacy, and regulatory considerations
- Ethical and responsible AI use
- Identifying appropriate and inappropriate AI use cases
Configuration and Knowledge Management12%- Managing uploaded knowledge and connectors
- Managing instructions and knowledge sources
- Maintaining configuration and knowledge sources
- Configuring Claude Projects

Anthropic Claude Certified Associate-Foundations Sample Questions:

1. You are organizing connected data sources for a team and must complete the planning steps before authorizing any connection.
Which two planning steps must be completed BEFORE authorizing a new Connector? (Select two.) Each correct answer presents part of the solution.

A) Confirm the data classification of the source and the team's permission to use it.
B) Train every team member on the new Connector through formal training sessions.
C) Confirm the Connector is on the approved-vendor list maintained by IT.
D) Decommission any unused legacy Connectors that may still be authorized.
E) Migrate every existing report off the prior data source onto the new Connector.


2. A Claude associate is incorporating reviewer feedback that named two specific issues with a Claude-drafted brief. The rest of the brief was accepted as written.
Which next step is most likely to produce a strong revision?

A) Address the two specific issues and also revise unrelated sections to maintain a consistent voice across the brief after the edits.
B) Address the two specific issues directly, leave unrelated parts unchanged, and document the changes for the next review.
C) Address the two specific issues and add a third improvement the associate identified, since combining reviewer feedback with self-identified improvements is more efficient.
D) Rewrite the brief from scratch incorporating the two specific issues, since starting fresh integrates the feedback more cleanly than targeted edits.


3. You are a knowledge worker who decomposed a "draft a board memo" request into fifteen tiny steps and noticed the output now feels disjointed because related ideas were split apart.
Which adjustment is most appropriate?

A) Consolidate related steps into fewer cohesive sections that group naturally connected ideas.
B) Remove all sequencing so the steps run in random order.
C) Combine the original request back into one unstructured sentence.
D) Subdivide each tiny step into ten more tiny steps for additional precision.


4. A customer-success associate is drafting a prompt that asks Claude to summarize a customer issue from the case file. The case file includes the customer's full government identifier, home address, name, account number, and the description of the issue. The summary the associate needs is about the issue.
Which approach is most appropriate?

A) Submit the full case file and include an instruction telling Claude not to reference the government identifier or the home address in the summary.
B) Remove or redact the government identifier and the home address before submitting the prompt, since neither is necessary for a summary of the issue.
C) Replace the government identifier with the customer's name and the home address with the account number, since names and account numbers are less sensitive than identifiers and addresses.
D) Submit only the description of the issue and add the customer's name for context, since the description plus a name is sufficient to produce a summary.


5. You are reviewing items proposed for inclusion in a Project that supports policy summaries.
Which two items are appropriate to include in the Project? (Select two.) Each correct answer presents part of the solution.

A) presentation slides from a recent team training session on internal communication standards
B) the current policy library that the summaries are drawn from
C) employee onboarding records used in a separate HR workflow managed by the same team
D) active client case files maintained by a separate legal team for a different workstream
E) the summary format and the audience expectations the summaries must meet


Solutions:

Question # 1
Answer: A,C
Question # 2
Answer: B
Question # 3
Answer: A
Question # 4
Answer: B
Question # 5
Answer: B,E

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