AIP-C01AWS Certified Generative AI Developer – Professional
What the exam covers
- Foundation model integration and data 31 practice questions 31%
- Implementation and integration 26 practice questions 26%
- AI safety, security and governance 20 practice questions 20%
- Operational efficiency and optimization 12 practice questions 12%
- Testing, validation and troubleshooting 11 practice questions 11%
Study guide
From AWS
About AIP-C01
Building production generative AI on AWS: Bedrock model choice and invocation, knowledge bases and vector stores for RAG, agents and tool use, guardrails, evaluation, and keeping latency and cost under control.
Who it's for. Developers and ML engineers who ship generative AI features to production.
How to prepare
- Know which vector stores Bedrock Knowledge Bases supports and the chunking strategies on offer.
- Separate what Guardrails filter from what IAM and VPC endpoints secure.
- Cost questions often come down to provisioned throughput vs on-demand, prompt caching and model size.
Sample AIP-C01 questions
Try these with the answers on the page, then practise the full bank.
- A fintech fine-tuned a supported Bedrock model on support tickets. Traffic is spiky, so the team wants to pay per use and avoid buying reserved capacity. Which inference path fits, where the model type and Region support it? Foundation model integration and data
- A team fine-tuned a Mistral checkpoint with its own tooling outside AWS and wants to serve it on Bedrock through the standard InvokeModel call. Which Bedrock feature handles this? Foundation model integration and data
- An ML team must run Llama 3.1 70B with its own inference container, a GPU instance type it chooses, and a vLLM serving configuration, because managed Bedrock hosting does not expose those controls. Which AWS service is the best fit? Foundation model integration and data
- A tutoring app uses Claude to solve multi-step word problems, and it often gets intermediate arithmetic wrong. Which prompt change most directly targets this failure? Implementation and integration
- A ride-sharing startup wants riders to chat with a Bedrock-backed assistant from its iOS and Android apps, with as little custom infrastructure as possible while staying secure. Which approach is most straightforward? Implementation and integration
- A claims-support bot answers from retrieved policy excerpts. The team wants responses that drift away from those excerpts to be caught automatically, using a score they can set a threshold on. Which Guardrails feature provides this? AI safety, security and governance
- A public-facing assistant built on Amazon Bedrock is suddenly receiving thousands of crafted requests from a handful of client IP ranges, apparently trying prompt injection at scale. Which combination gives the fastest automated mitigation and alerting? AI safety, security and governance
- A content team needs domain experts to rate generated answers for helpfulness and completeness on a custom scale. The ratings must come from people, not from a computed metric. Which approach should they use? Testing, validation and troubleshooting
- All 8 sample questions
Questions people ask
Is this AIP-C01 practice exam free?
Yes. All 100 questions, the timed mock exam and the explanations are free, and there's no account to create.
Are these real exam questions?
No. Real exam questions are confidential under the AWS candidate agreement. These are practice questions written to cover the same domains in the same scenario style, each with an explanation of why the answer is right.
How is the AIP-C01 mock exam scored?
Questions are drawn from every domain in proportion to the exam guide, and you get a raw percentage with a breakdown by domain. AWS uses scaled scoring, so treat 75% or more here as a sign you're ready rather than a predicted score.
Where is my progress saved?
In your browser, on this device. Nothing is sent to us apart from the answers you check, and clearing site data resets it.