EC-COUNCIL CAIPM : Certified AI Program Manager (CAIPM)

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EC-COUNCIL Certified AI Program Manager (CAIPM) Sample Questions:

1. As the VP of IT Operations, you are executing a strategy to reduce the volume of Level 1 support tickets. You identify that many employees are capable of fixing common issues (like VPN resets) but are blocked by hard- to-find documentation. You decide to launch a centralized, AI-driven interface that interprets user intent and dynamically serves the specific, interactive diagnostic steps required to resolve the issue without ever contacting a human agent. Which specific support channel is defined by this capability to deflect tickets through guided user independence?

A) Intelligent Ticket Routing
B) Self-Service Portals
C) Conversational AI Chatbots
D) Agent Assist

2. At a global engineering firm, the AI Enablement Manager, Lucas Meyer, reviewed adoption data several weeks after employees received access to a newly deployed AI tool. Completion rates for the initial learning sessions were high, and users demonstrated competence with the tool's core features. However, usage analytics showed that the tool was infrequently applied during day-to-day work, with many teams continuing to rely on established processes despite having access to the AI capability. Which type of training was most likely insufficient or missing in this rollout?

A) Advanced
B) Awareness
C) Foundational
D) Role-specific

3. Dr. Henrik Larsen, Chief Information Officer, is defining the organizational structure for a highly regulated enterprise. AI initiatives are expected to increase, but specialist expertise is currently scarce and unevenly distributed. To manage regulatory exposure, leadership requires strict uniform governance and consistent tooling. Consequently, business units are expected to consume provided AI solutions rather than building their own systems during this phase. Given the strict requirement for uniform control and the scarcity of talent, which AI operating model is the viable option?

A) Hybrid Model
B) Federated Model
C) Centralized Model
D) Decentralized Model

4. An enterprise is considering deploying an AI solution that will be used across multiple business domains to support various knowledge and language-based tasks. Instead of developing separate AI models for each domain, the solution will be based on a common core capability, with domain-specific adjustments made where necessary. As the AI Portfolio Owner, your role is to ensure that this approach aligns with the company' s broader AI strategy and long-term investment priorities. You must assess the correct classification for this AI model to support future scalability and integration across the organization's diverse functions. Which AI model classification best fits this strategy?

A) Foundation Models
B) Large Language Models
C) Generative AI
D) Machine Learning

5. As part of a newly formalized AI talent development strategy, an enterprise identifies a group of Business Analysts for advanced capability building. These individuals are trained to configure AI tools, tailor workflows to business needs, and act as intermediaries between everyday users and highly technical AI engineering teams, while operating within established governance and risk boundaries. According to the AI talent development framework, which talent tier does this group most accurately represent?

A) AI-Aware Workforce
B) AI Architects
C) AI Practitioners
D) AI Specialists

Solutions: