8.1. Exam Strategy
The AIP-C01 exam is a scenario-first exam. Every question presents a business context before asking a technical question. Your first job is to extract the constraints that narrow the answer space:
Constraint extraction checklist: Before answering any question, identify:
- Data residency — Does data have to stay in a specific region? (Cross-region inference → answer changes)
- Latency SLA — Is there a real-time requirement? (Async approaches → eliminated; streaming → preferred)
- Scale — How many requests/documents? (Batch inference for large offline jobs; provisioned throughput for sustained high volume)
- Customization need — Is the task about knowledge (use RAG) or behavior/format (use fine-tuning)?
- Governance requirement — HIPAA, GDPR, or FedRAMP? (VPC endpoints, encryption, audit logging required)
- Build vs. managed — Does the scenario value control (SageMaker) or speed-to-production (Bedrock)?
Time management:
- 170 minutes ÷ 75 questions = ~2.25 minutes per question
- Target: 90 seconds on straightforward questions, bank time for scenario questions
- Flag and skip: if a question requires > 3 minutes of thought, flag and return
- Reserve 15 minutes at end for flagged questions
Multiple-response question strategy (10–15 questions): These questions specify "choose TWO" or "choose THREE." Process of elimination is more reliable than forward-selection: identify and eliminate clearly wrong answers first, then evaluate the remaining options. If three options remain and you need two, the one that adds the least novel information is usually the wrong answer.
Ordering and matching questions: AIP-C01 includes ordering (sequence these steps correctly) and matching (match service to function) questions. For ordering questions: identify the first step (setup/configuration almost always precedes deployment) and the last step (validation/testing almost always follows deployment). The middle steps usually have less ambiguity once anchors are placed.
