DATA UNIVERSEDescripción detallada del cursoDetailed course description
Contenido en inglés, el idioma en que se imparte el curso.Content in English, the language the course is taught in.
Welcome to AI ROI & Value Measurement, the definitive course for professionals who need to move beyond the AI hype and start delivering measurable financial results. Today, most companies are launching AI pilots, but very few know how to calculate if those projects are actually making money or just consuming resources. This course provides you with a systematic, 4-step framework to evaluate, justify, and measure the real impact of Artificial Intelligence using the language that management and stakeholders understand: benefits, risks, and return on investment.
Throughout this program, we will demystify the financial side of technology. You will learn how to connect technical performance metrics, like accuracy or processing speed, to core business KPIs such as revenue growth, cost reduction, and risk mitigation. We won't just look at the obvious benefits; we will explore how AI improves customer experience and operational efficiency in ways that can be quantified and presented to an executive board.
One of the most critical sections of this course covers the assumptions that quietly kill AI business cases. Most initiatives are not rejected because the technology failed, but because the numbers behind them did not survive scrutiny: internal hours nobody counted, adoption that never arrived, a baseline that was never properly established. You will learn to build estimates that hold up in front of a CFO, defend them with three scenarios instead of one, and measure what actually happened after deployment, because estimated ROI is almost never real ROI.
Qué aprenderás en este cursoWhat you'll learn in this course
A quién va dirigidoWho this course is for
- Any professional working in AI or technology-related sectors who wants to master the financial side of projects, a skill that is currently in extremely high demand
- Any curious learner who wants to understand the real-world economics of artificial intelligence and move from the technical hype to solid, actionable business decisions
- Students and career starters who want to gain a competitive edge by learning how to bridge the gap between "how AI works" and "how AI makes money" in a business
- Business leaders and executives who need a clear and reliable framework to justify AI investments and prove real financial impact to their boards and stakeholders
- Project managers and digital transformation leads who want to move beyond technical pilots and start delivering measurable business value through structured AI initiatives
- Consultants and strategic advisors who need to provide their clients with professional cost-benefit analyses and realistic roadmaps for successful AI implementation
- Managers from any department, such as HR, Marketing, or Operations, who are implementing AI tools and need to track efficiency gains and cost reductions
- Entrepreneurs and startup founders who need to prioritize their limited resources by focusing only on the AI features that will provide the highest and fastest ROI
Requisitos previosPrerequisites
- There are no technical requirements or previous experience in data science or programming needed to take this course because we focus on the strategic and financial evaluation of AI from a business perspective.
- This program is designed to be accessible to everyone regardless of their professional background as long as they have an interest in learning how to measure and justify the real value of technology investments
- Having a basic understanding of business concepts and a standard level of proficiency with office tools like spreadsheets will help you better follow the practical examples and ROI templates provided
- You only need a computer with an internet connection and a curious mindset to learn how to translate complex AI projects into the clear financial language that managers and executives expect.
Programa completo del cursoFull course curriculum
Contenido en inglés, el idioma en que se imparte el curso.Content in English, the language the course is taught in.
01Why Measure AI ROI3 claseslectures · 12m
- From Hype to Reality3m
- Common Problems Without Clear ROI4m
- Benefits of Measuring ROI5m
02Key Concepts: Value, Cost and Risk in AI4 claseslectures · 16m
- Types of Value in AI7m
- Types of Costs in an AI Project4m
- Risks That Can Eat Up Value5m
- D1 - VALUE COST RISK CANVAS0m
03Business KPIs vs Technical Metrics4 claseslectures · 16m
- Basic Technical Metrics (in Business Language)5m
- Relevant Business KPIs6m
- How to Connect Technical Metrics with Business KPIs5m
- D2_Metric_to_KPI_Translator0m
04Simple Framework to Calculate AI ROI5 + 1 claseslectures · 26m
- Step 1, Define the Baseline of the Current Process5m
- Step 2, Define the "With AI" Scenario6m
- Step 3, Quantify Benefits7m
- Step 4, Include Costs and Calculate ROI / Payback3m
- Complete Calculation Example in a Realistic Case5m
- The Vendor Says 280% ROI. Rebuild the Number Yourselftest de prácticapractice test
05AI ROI Practice Test 1: Value, Metrics and the ROI Calculation1 + 1 claseslectures · 0m
- AI ROI Practice Test 1: Value, Metrics and the ROI Calculationtestquiz
- D3_Four_Step_ROI_Calculator0m
06AI Business Cases: How to Present Them to Management4 claseslectures · 17m
- Minimum Structure of an AI Business Case6m
- Example of a "Bad" Business Case5m
- Example of a "Good" Business Case on a Single Page6m
- D4_One_Page_Business_Case0m
07Measuring After Deployment: From Excel to Reality3 claseslectures · 15m
- Why Estimated ROI ≠ Real ROI4m
- How to Design a Post-Deployment Measurement4m
- Ideal AI Dashboard for Business6m
08Final Workshop: Evaluate 3 AI Ideas by Their ROI4 claseslectures · 22m
- Presentation of the 3 AI Ideas4m
- Guided Value-Cost-Risk Evaluation7m
- Choosing the Best Idea and Discussion6m
- Final Checklist to Take to Work5m
09AI ROI Practice Test 2: Business Cases, Measurement and Project Selection1 test o ejerciciotest or exercise
- AI ROI Practice Test 2: Business Cases, Measurement and Project Selectiontestquiz
10Defend the Business Case: The CFO Wants Payroll Cuts, Not Freed-Up Capacity1 + 2 claseslectures · 0m
- D6_Five_Question_Screener0m
- Defend the Business Case: Capacity is not a Line Itemrole playrole play
- Six Months In, Half the Savings: Scale, Fix or Stop?test de prácticapractice test
11Bonus: AI Governance Toolkit1 claseslectures · 2m
- BONUS: AI Governance Toolkit2m
Preguntas frecuentes sobre este cursoFrequently asked questions about this course
¿En qué idioma está el curso?What language is the course in?
Se imparte íntegramente en inglés. Todo el material del curso está en ese idioma. Puedes comprobar en Udemy si hay subtítulos disponibles para tu idioma.It is taught entirely in English. All course material is in that language. You can check on Udemy whether subtitles are available for your language.
¿Qué nivel se necesita?What level is required?
Está catalogado como todos los niveles. Los requisitos publicados por el instructor están en la pestaña de visión general, en el idioma del curso.It is listed as all levels. The requirements published by the instructor are in the overview tab, in the course language.
¿Cuánto dura y qué incluye?How long is it and what is included?
2h 5m de vídeo en 30 clases repartidas en 11 secciones (4 tests, 1 role play), más el certificado de finalización de Udemy.2h 5m of video across 30 lectures in 11 sections (4 tests, 1 role play), plus the Udemy certificate of completion.
¿Cuánto tiempo tengo acceso?How long do I have access?
Acceso de por vida en Udemy, con las actualizaciones incluidas y garantía de devolución de 30 días según las políticas de Udemy.Lifetime access on Udemy, with updates included and a 30-day refund guarantee under Udemy policies.
¿Se puede contratar para un equipo o empresa?Can it be arranged for a team or company?
Sí. Impartimos formación in-company partiendo de este contenido, adaptada al sector y al nivel del equipo. Usa el botón de solicitar formación y te contamos opciones.Yes. We deliver in-company training based on this content, adapted to your sector and your team level. Use the request training button and we will walk you through the options.
Valoración de los alumnosStudent ratings
Las opiniones se gestionan y verifican en la plataforma Udemy. Puedes leerlas todas en la página del curso:Reviews are managed and verified on the Udemy platform. You can read them all on the course page: ver opiniones en Udemy →see reviews on Udemy →