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  1. Certifications
  2. >
  3. AI Product & Process Excellence

AI Product & Process Excellence

Each course includes a capstone project aligned to real-world deliverables: - Build vision boards, MVP maps, user stories, and product roadmaps with GenAI. - Model business processes in Lucidchart and optimize with GenAI-based analysis. - Develop ESG communication templates and sustainability innovation frameworks. Projects help learners build a portfolio of AI-driven outputs across product, process, and sustainability contexts.
Joyce Wong
Manas  Dasgupta
Manas DasguptaJoyce Wong
Business | intermediate | 25 hours 45 minutes

    Discussions

Overview

1203STUDENTS*
4.8RECOMMEND*

AI Product & Process Excellence is a practical specialization designed for professionals who want to harness Generative AI across product and operations functions. Through three immersive, hands-on courses, learners will apply GenAI tools like ChatGPT and advanced prompt frameworks to real-world product artifacts, operational models, and sustainability initiatives. Learn to accelerate ideation, market analysis, feature development, and scrum workflows. Model complex processes using BPMN and discover how GenAI can optimize them. Explore how AI can be embedded into sustainability strategies for ESG reporting, stakeholder engagement, and green transformation. Whether you're building customer-centric products, refining processes, or driving innovation goals, this program will equip you with GenAI-powered skills to lead modern, agile organizations.

Skills You Will Gain

Business Process Automation
Business Process Improvement
Business Process Management
Business Process Modeling
Generative AI
Business Transformation

Learning Outcomes (At The End Of This Program, You Will Be Able To...)

  • Use GenAI to create agile product plans and artifacts.
  • Model business workflows using BPMN + ChatGPT.
  • Build ESG and sustainability innovation templates with GenAI.
  • Improve product-process alignment through automation.

Who Should Attend

This specialization is designed for forward-thinking professionals across product, operations, and sustainability domains who are eager to harness the transformative power of Generative AI. It is ideal for:

  • Product Managers & Owners
    Looking to supercharge their workflow with GenAI—from ideation and user stories to MVP roadmaps and agile development using tools like ChatGPT.

  • Operations Leaders & Business Analysts
    Aiming to model, analyze, and optimize complex processes using BPMN and automation-enhancing AI prompts to drive efficiency and innovation.

  • Sustainability & ESG Professionals
    Interested in embedding AI into environmental and social governance strategies, streamlining reporting, and enhancing stakeholder engagement through smart templates and frameworks.

  • Innovation & Transformation Leaders
    Who want to build AI-augmented portfolios that reflect modern best practices in digital product and process design.

  • Consultants & Cross-Functional Strategists
    Working across product, process, and ESG who need a practical, hands-on approach to integrating AI into client deliverables and transformation initiatives.

Whether you're part of a startup, a scaling business, or a large enterprise, this program equips you with practical, GenAI-powered techniques to lead agile, sustainable, and customer-focused transformation.

Curriculum

Experts

Frequently Asked Questions

How much do the courses at Starweaver cost?

We offer flexible payment options to make learning accessible for everyone. With our Pay-As-You-Go plan, you can pay for each course individually. Alternatively, our Subscription-Based plan provides you with unlimited access to all courses for a monthly or yearly fee.

Do you offer any certifications upon completion of a course at Starweaver?

Yes, we do offer a certification upon completion of our course to showcase your newly acquired skills and expertise.

Does Starweaver offer any free courses or trials?

No, we don't offer any free courses, but we do offer 5-day trial only on our subscriptions-based plans.

Are Starweaver's courses designed for beginners or advanced students?

Our course is designed with three levels to cater to your learning needs - Core, Intermediate, and Advanced. You can choose the level that best suits your knowledge and skillset to enhance your learning experience.

What payment options are available for Starweaver courses?

We accept various payment methods such as major credit cards, PayPal, wire transfer, and company purchase orders. For more information related to payments contact customer support.

Do you offer refunds?

Yes, we do offer a 100% refund guarantee for our courses within a specified time frame. If you are not satisfied with the course, contact our customer support team to request a refund with your order details. Some restrictions may apply.

*Where courses have been offered multiple times, the “# Students” includes all students who have enrolled. The “%Recommended” shown is also based on this data.
Business Process Modeling with AI

Business Process Modeling with AI

Part 1: Business Process Modeling with AI

Learn to design, optimize, and automate business processes using AI, BPM tools, and methodologies like TQM, Lean, and Six Sigma. Master AI-driven workflows, process improvement, and real-world applications.

GenAI for Sustainability

GenAI for Sustainability

Part 2: GenAI for Sustainability

Discover how to strategically apply Generative AI for environmental and social sustainability. Learn through real-world use cases, ethical frameworks, and hands-on projects to drive impact responsibly and effectively.

Manas  Dasgupta

Manas Dasgupta

As an instructor specializing in Generative AI, Manas has shared his expertise across esteemed global platforms such as Udemy, O'Reilly, and Packt. With a portfolio of bestselling courses spanning Data Science to Machine Learning, Manas's teaching philosophy centers on breaking down complex concepts into digestible, project-based modules. This hands-on approach enables learners to apply theoretical knowledge in practical settings, empowering them to thrive in the fast-evolving fields of AI and data science.

Driven by a passion for the intersection of education and technology, Manas founded Code4X.dev, an innovative EdTech platform focused on micro-learning in Data Science, Analytics, and Generative AI. The platform delivers bite-sized, application-oriented learning experiences tailored to fit the busy schedules of modern professionals. Through Code4X.dev, Manas is cultivating a dynamic community of learners equipped with the skills necessary to excel in today’s tech-driven landscape.

In addition to individual instruction, Manas also serves as a corporate trainer, delivering specialized training in Generative AI and Data Science to developers and business executives. These sessions blend technical depth with strategic insights, helping organizations leverage AI technologies for innovation and operational excellence. With a strong background in both industry and education, Manas consistently delivers high-impact training experiences tailored to the diverse needs of professionals at every stage of their career.

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1Chapter 1: Introduction
2Chapter 2: Introduction to Generative AI and Sustainability
3Chapter 3: Gen AI for Climate Action and Circular Economy
4Chapter 4: Gen AI for Equity, Inclusion, and Social Good
5Chapter 5: Ethical and Environmental Challenges of AI
6Chapter 6: Conclusion
1Chapter 1: Introduction
2Chapter 2: Foundations of Business Process Modeling
3Chapter 3: AI-Powered BPM Tools and Techniques
4Chapter 4: Driving Excellence Through AI and Proven Methodologies
5Chapter 5: Applying AI to Real-World Challenges
6Chapter 6: AI Driven Toolchains for Rapid BPM Prototyping
7Chapter 7: Conclusion
Joyce Wong

Joyce Wong

With a distinguished background in cross-sector collaboration and qualitative research, she is deeply committed to advancing social innovation and sustainable development. Her academic training in historiography and postcolonial studies provides a strong foundation for understanding complex socio-economic dynamics, enabling her to navigate and address multifaceted challenges.

Driven by a passion for launching and managing impactful, social-purpose projects, she expertly combines ecosystem building, user research, and design methodologies to drive meaningful change. Her expertise lies in steering social innovation projects and facilitating multi-stakeholder engagement, with extensive experience in designing and managing initiatives that bridge gaps across sectors, from social finance to community-building endeavors. In her role, she not only oversees project development but also leads advocacy and capacity-building programs that empower communities and organizations. Through strategic program design and rigorous impact measurement, she ensures that initiatives are both effective and sustainable.

Beyond practical experience, she actively contributes to thought leadership in the field, presenting at international conferences and facilitating workshops on critical topics such as social innovation, youth empowerment, and the future of work. Her background in social finance, coupled with her skills in qualitative research and program management, equips her to provide deep insights and actionable strategies for driving positive social impact. With a focus on transformative change, she remains dedicated to fostering inclusive, resilient, and sustainable communities.

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You need to enroll in this course to access the curriculum. Click 'Enroll' to get started!

Segment 04: - What is Generative AI

Segment 05: Benefits of Gen AI for Businesses _ Sustainability

Segment 06: What is Sustainability

Segment 07: UN SDGs and Sustainability Frameworks

Segment 08: GenAI for the Global Goals

Segment 09: Hands-On-Learning: Interactive Activity: Ideating AI & Sustainability Use Cases

Segment 10: Introduction to Generative AI and Sustainability

You need to enroll in this course to access the curriculum. Click 'Enroll' to get started!

Segment 11: AI for ESG data tracking and Gen AI for modelling and scenario planning-

Segment 12: Interview call with Max Mizi: Introduction on AI Meets Sustainability

Segment 13: Interview call with Max Mizi: GitHub’s Role in Climate Tech and Green Software

Segment 14: Interview call with Max Mizi: How GitHub Supports Global Green Innovation

Segment 15: AI for Sustainability Transition Strategization

Segment 16: AI in Circular Economy _ Eco-Design

Segment 17: How Supply Chains Benefit From Using Generative AI

Segment 18: GenAI for Climate Action and Circular Economy

You need to enroll in this course to access the curriculum. Click 'Enroll' to get started!

Segment 28: Environmental Cost of AI Training _ Usage

Segment 29: Strategies for Greener AI Models

Segment 30: Detect coded biases

Segment 31: Understand the limitations of AI

Segment 32: Generative AI’s Environmental Impact

Segment 33: Ethical and Environmental Challenges of AI

You need to enroll in this course to access the curriculum. Click 'Enroll' to get started!

Segment 00: Welcome to the Course: Course Overview

Segment 01: Welcome and Course Overview

Segment 02: Introduction to GenAI

Segment 03: Sustainability Challenges _ AI’s Role

You need to enroll in this course to access the curriculum. Click 'Enroll' to get started!

Introduction to BPM and Its Importance

Segment 03: BPM Lifecycle Overview

Segment 04: Process Metrics and Artifacts

Segment 05: Challenges in Traditional BPM and the Role of AI

Segment 06: Hands-On-Learning: Creating a Business Process Blueprint

Segment 07: Reading - How to Marry Process Management and AI

Segment 08: Quiz - Foundations of Business Process Modeling

You need to enroll in this course to access the curriculum. Click 'Enroll' to get started!

Segment 34: Designing Sustainability Initiatives with Gen AI (Part 1)

Segment 35: Course wrap up video

Segment 36: Project: Real-World Solutions with Generative AI

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Segment 15: Introduction to TQM_ Six Sigma_ and Lean Principles

Segment 16: Applying AI to Process Improvement Frameworks

Segment 17: Measuring and Monitoring Performance Metrics with AI

Segment 18: Use Case AI-Driven Process Optimization in Manufacturing

Segment 19: Hands On Learning: Enhancing Business Process Optimization with Claude and Gemini

Segment 20: Reading - Lean Six Sigma and Business Process Management: Better Together

Segment 21: Quiz - Applying Quality and Productivity methodologies on BPM using AI

You need to enroll in this course to access the curriculum. Click 'Enroll' to get started!

Segment 09: Overview of AI-Driven BPM Tools

Segment 10: AI in Flowcharting and Brainstorming

Segment 11: Process Automation and Workflow Design

Segment 12: Case Study AI Tool in Action

Segment 13: Hands-On-Learning: Optimizing an Employee Onboarding Process Using ChatGPT

Segment 14: Reading - Generative AI & BPM: Reshaping Business Process Management

Segment 15: Quiz - AI-Powered BPM Tools and Techniques

You need to enroll in this course to access the curriculum. Click 'Enroll' to get started!

Segment 19: AI in Education _ Accessibility

Segment 20: AI for Social Impact _ Nonprofits

Segment 21: Interview call with Louis: Introduction to Decisions lab

Segment 22: Interview Call with Louis: Personalizing Marketing with Generative AI

Segment 23: Interview call with Louis: From AI Personas to Real-World Impact in the Social Sector

Segment 24: AI for Workplace Diversity _ Inclusion

Segment 25: Accessible Healthcare Information and Support

Segment 26: AI for Social Good

Segment 27: GenAI for Equity, Inclusion, and Social Good

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Segment 29: Introduction to Mermaid Diagramming for BPM

Segment 30: Sequence Diagrams for Business Processes with Mermaid

Segment 31: AI Driven Workflows for BPM on n8n

Segment 32: Build a “Vendor Compliance Management” Workflow in n8n

Segment 33: Enhancing BPM Processes Using AI-Driven Workflows

Segment 34: Introduction to Zapier

Segment 35: Implement & Test the Resume Screening Zap

Segment 36: BPM Workflow Complete AI Resume Screening in Zapier

You need to enroll in this course to access the curriculum. Click 'Enroll' to get started!

Segment 37: Course wrap up video

Segment 38: Project: AI-Powered Optimization of a Hospital Patient Discharge Process

You need to enroll in this course to access the curriculum. Click 'Enroll' to get started!

Segment 00: Reading - Welcome to the Course: Course Overview

Segment 01: Welcome and Course Goals

Segment 02: Tips for Helpful Completion

You need to enroll in this course to access the curriculum. Click 'Enroll' to get started!

Segment 22: Identifying Automation Opportunities

Segment 23: Case Study 1 Reengineering a Manufacturing Workflow

Segment 24: Case Study 2 Optimizing a Retail Supply ChaiN

Segment 25: Future Trends in AI-Powered BPM

Segment 26: Hands On Learning: AI-Driven Process Optimization Using ChatGPT & Camunda Modeler

Segment 27: Reading - AI in Supply Chain: Use Cases, Examples and How AI Used in Supply Chain Management?

Segment 28: Quiz -Test your understanding – Applying AI in Real World BPM Case Studies