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A Salesforce credential still carries real weight in 2026 hiring decisions, and the Salesforce-AI-Associate日本語 exam is the gatekeeper. Behind 2Pass4sure's Salesforce Certified AI Associate Exam (Salesforce-AI-Associate日本語版) package stands an expert team that verifies each of the 107 practice questions against what the exam currently tests.

Salesforce Salesforce-AI-Associate日本語 Exam Overview:

Certification Vendor:Salesforce
Exam Name:Salesforce Certified AI Associate Exam
Exam Number:Salesforce-AI-Associate
Exam Duration:70 minutes
Exam Format:Multiple-select, Multiple-choice
Exam Price:Free, retake: USD $50 + tax
Related Certifications:Salesforce Certified AI Specialist
Salesforce Associate
Passing Score:65%
Certificate Validity Period:Valid until February 1, 2026 (retired)
Available Languages:English
Real Exam Qty:40
Recommended Training:Cert Prep: Salesforce AI Associate
Prepare for Your Salesforce AI Associate Credential
Exam Registration:Salesforce Certification Registration
Sample Questions: DOWNLOAD DEMO
Exam Way:Online proctored or onsite at authorized testing centers
Pre Condition:No formal prerequisites; basic understanding of AI concepts and Salesforce recommended
Official Syllabus URL:https://trailhead.salesforce.com/en/credentials/aiassociate

Salesforce Salesforce-AI-Associate日本語 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: AI Fundamentals17%- Types of AI and their capabilities
- Applications of AI within Salesforce ecosystem
- Basic principles and concepts of AI
Topic 2: Ethical Considerations of AI39%- Ethical risks and challenges in AI systems
- Fairness, transparency, privacy and compliance
- Salesforce Trusted AI Principles
Topic 3: Data for AI36%- Data preparation and governance for AI
- Data requirements and best practices
- Importance and dimensions of data quality
Topic 4: AI Capabilities in CRM8%- Business benefits and use cases of AI in CRM
- Core AI features and functions in CRM

Salesforce Salesforce-AI-Associate日本語 Exam: Everything You Wanted to Ask

The Salesforce-AI-Associate日本語 exam is the official Salesforce exam for Salesforce Certified AI Associate Exam (Salesforce-AI-Associate日本語版). Passing it earns you the Salesforce Certified AI Associate credential, which sits at the Associate level. It is also connected to Salesforce Certified AI Specialist, Salesforce Associate, so what you learn carries over if you plan to pursue those paths as well. Employers treat the certification as verified proof of skill, which is why structured preparation with 2Pass4sure's practice questions pays off.

The Salesforce-AI-Associate日本語 exam contains 40 questions, and the time limit is 70 minutes. Translate that into a pacing plan before exam day: know roughly how long you can afford per item, flag anything that stalls you, and circle back at the end instead of burning minutes. Two or three full timed sessions in 2Pass4sure's test engine will teach you that rhythm far better than untimed reading ever will.

The passing score for the Salesforce-AI-Associate日本語 exam is 65%, and the official registration fee is Free, retake: USD $50 + tax. Remember that a failed attempt means paying that fee again in full for a retake, so treat self-assessment as part of the budget: run 2Pass4sure's practice questions under timed conditions and only book your seat once your scores sit comfortably above the passing bar.

No formal prerequisites; basic understanding of AI concepts and Salesforce recommended Eligibility details can change, so before you register, confirm the current requirements on the official exam page: https://trailhead.salesforce.com/en/credentials/aiassociate.

You can book the Salesforce-AI-Associate日本語 exam through the official registration channels below:

Exam delivery method: Online proctored or onsite at authorized testing centers.

Salesforce points candidates to the following official training options:

Once the coursework has built your foundation, the fastest way to turn theory into exam readiness is drilling with 2Pass4sure's 107 practice questions for the Salesforce Certified AI Associate Exam (Salesforce-AI-Associate日本語版) exam.

Yes. 2Pass4sure offers a free PDF demo of the Salesforce Certified AI Associate Exam (Salesforce-AI-Associate日本語版) practice questions on the samples page, so you can judge the format and quality yourself before paying anything. Every purchase also includes 365 days of free updates, and after the product expires you can extend the update service at a 50% discount from within your member zone.

If you take the corresponding exam within 60 days of purchase and do not pass, 2Pass4sure backs you with a 100% money-back guarantee. To claim it, submit a scanned copy of your exam enrollment slip together with your official Score Report PDF within 2 days of the exam, and the refund is processed within 7 days. The guarantee does not apply to attempts made within the first 3 days after purchase, to products downloaded without actually sitting the exam, or to free materials and expired orders, and the candidate name must match the payer's name. If you would rather have study material than money, you can instead exchange for two additional exam products of equal value, free of charge, while keeping the update service on your original purchase. Delivery itself is instant: your download is available right after payment and a copy reaches your mailbox within one minute — if nothing arrives within 2 hours, contact customer service. You may install the product on as many computers as you need.

The official Salesforce Certified AI Associate Exam (Salesforce-AI-Associate日本語版) blueprint is organized into 4 domains. The leading areas are:

  • AI Fundamentals — 17% of the exam
  • Ethical Considerations of AI — 39% of the exam
  • AI Capabilities in CRM — 8% of the exam

For the complete domain-by-domain breakdown with every subtopic, see the Exam Topics outline above.

Salesforce Certified AI Associate Exam (Salesforce-AI-Associate日本語版) Sample Questions:

Question 1

AI および CRM データを扱う際にプライバシーの問題を考慮することが重要なのはなぜですか?

A. すべてのユーザーがデータにアクセスできることを確認します
B. 法律および規制の遵守を確保します。
C. 収集されるデータの量が増加します


Question 2

開発者は、現在の顧客の行動を正確に予測するために、Salesforce で AI モデルをトレーニングするための適切なデータセットを選択するという任務を負っています。
開発者が選択時に考慮すべき重要な要素は何ですか?

A. データセットの経過時間
B. データセット内の変数の数
C. データセットのサイズ


Question 3

データ品質標準の主要な構成要素は何ですか?

A. 命名、フォーマット、モニタリング
B. 正確さ、完全性、一貫性
C. レビュー、更新、アーカイブ中


Question 4

高品質のデータが顧客関係に与える可能性が最も高いのは何ですか?

A. 顧客の信頼と満足度の向上
B. ブランドロイヤルティの向上
C. 顧客獲得コストが高い


Question 5

データ品質は AI アプリケーションの倫理においてどのような役割を果たしますか?

A. データが人口統計グループに過剰適合しないため、低品質のデータは意図しないバイアスのリスクを軽減します。
B. 高品質のデータにより、パーソナライズされたキャンペーンに必要な人口統計的属性のプロセスが保証されます。
C. 高品質のデータは、AI による根拠のない公正な意思決定を保証し、倫理的な使用を促進し、差別を防止するために不可欠です。


Solutions:

Question 1
Answer: B
Question 2
Answer: C
Question 3
Answer: B
Question 4
Answer: A
Question 5
Answer: C

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