AB-100: Business Value & Adoption
Business Value & Adoption is one of the skill areas tested on the Agentic AI Business Solutions Architect (AB-100) exam. Below are free AB-100 practice questions with worked answers and a concept diagram — each with a plain-language explanation. Practice the first 10 questions of AB-100 free, no signup.
The concept, in one picture
2 free AB-100 Business Value & Adoption questions
A company runs a portfolio of AI initiatives that sit at various stages of development. You must recommend a structured way to assess the return on AI investment (ROAI) across all of them, balancing near-term results against long-term value and strategic innovation. What should you include in the recommendation?
- A prioritization grid
- The internal rate of return (IRR) function
- ✓ A horizon-based framework
- A simple cost and benefit analysis
A horizon-based framework sorts initiatives into Horizon 1 (core operations / immediate ROI), Horizon 2 (adjacent opportunities / mid-term value), and Horizon 3 (transformational innovation / long-term strategy), balancing quick efficiency wins with long-term strategic value across the portfolio. A prioritization grid is tactical ranking, while a plain cost-benefit analysis and IRR are single-point calculations that don't reconcile different timeframes across a portfolio.
A company will deploy an AI-based customer service app that autonomously handles interactions, escalates hard cases, and learns from historical ticket data. You must run a return on AI investment (ROAI) analysis of the deployment, and the analysis must be accurate. What should you do first?
- Model the customer experience.
- ✓ Identify and quantify every development, deployment, and operating cost.
- Conduct an AI market benchmarking study.
- Establish the AI performance metrics.
An accurate ROAI analysis starts by identifying and quantifying all costs across the three phases: development (core AI logic, custom integrations, data prep), deployment (one-time move to production), and operating/maintenance (recurring costs that shape net gain over time). Without that complete cost baseline, performance metrics, benchmarking, or experience modeling can't produce an accurate return figure.
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