ISMA2025 Hybrid Conference

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ISMA2025 featured the following sessions:

  • Software Measurement in Korea: Two Decades of Efforts and Future Strategies
  • Estimating AI Agents Using Function Point Analysis (FPA) - A Practical Framework for Software & AI Architects
  • AI-superpowers to enrich software development- AI-enhance requirements, estimation AI-Copilot and AI-generate test cases
  • How to Apply Requirements-Based Function Point Analysis Methods in Public Software Development Projects in Korea
  • Functional Measurement - AI Chatbot - CEP Eligible – CFPS
  • Review of Function Point-Based Project Sizing in Public Project Supervision: Current Status and Improvement Proposals
  • Non-functional Measurement - AI Chatbot - CEP Eligible – CSS
  • Issues and Solutions in the Use of Function Points for IT Audits in the Korean Public Sector
  • A Must-See Perspective on User Views in a Function Point World: Preparing for the AI Era
  • FP Based SW Repository in Public SW Dev. & Oper.

Featured Presentations

Software Measurement in Korea: Two Decades of Efforts and Future Strategies

Presented by Yoonseok Lee. KOSMA Director


Estimating AI Agents Using Function Point Analysis (FPA) - A Practical Framework for Software & AI Architects

Presented by Roopali Anand Thapar

This presentation introduces a practical framework for estimating AI agents using Function Point Analysis (FPA). While traditional FPA suits data-driven systems, AI agents require a nuanced approach due to their learning, reasoning, and interaction capabilities. The session explores how to map AI functionalities to FPA components, adjust complexity weights, and incorporate value adjustment factors. It also contrasts the effort involved in building versus embedding AI agents and provides actionable recommendations for accurate, scalable estimation in AI-driven solutions.

Key Topics

  1. Introduction to Function Point Analysis (FPA)
  2. Understanding AI Agents in Software Systems
  3. Adapting FPA for AI Workloads
  4. Complexity Weighting and Value Adjustment Factors (VAFs)
  5. Effort Estimation: Building vs. Embedding AI Agents
  6. Sources of Estimation Data
  7. Estimation Strategy and Best Practices
  8. Recommendations and Expert Tips

Benefits for Participants

Participants will gain:

  • A clear understanding of how Function Point Analysis can be adapted for AI agent estimation.
  • Practical techniques to map AI agent components to FPA elements.
  • Insights into effort drivers for building vs. embedding AI agents.
  • Strategies to estimate AI workloads using standardized, technology-agnostic methods.
  • Expert tips for improving estimation accuracy and traceability in AI projects.

Speaker Bio:

Roopali Anand Thapar is an Associate Partner at IBM, serving as the Global Leader for PM&T Estimation and Data Governance. With over 21 years of experience in IT consulting, Roopali specializes in Effort estimation, benchmarking and data-driven transformation. She has led the evolution of traditional estimation models—such as Excel-based simulations—into scalable, AI-powered frameworks that support global delivery and managed services within IBM. Roopali is also a recognized thought leader in Function Point Analysis and serves on the Board of Directors for IFPUG as the President. Her work bridges technical rigor with strategic insight, enabling organizations to make smarter, faster decisions.


AI-superpowers to enrich software development- AI-enhance requirements, estimation AI-Copilot and AI-generate test cases

Presented by Julián Gómez. IFPUG director of Communications, Marketing & Partnerships, and Quanter Chief Digital Officer.

Sponsor presentation
This session is being presented by Julián Gómez on behalf of Andrés Gutiérrez, who was originally scheduled to deliver this talk but was unable to travel. The content and viewpoints expressed are solely those of the speaker and do not imply sponsorship or endorsement by IFPUG.

Unlock AI Superpowers for Software Estimation and Quality. Discover how Generative AI is transforming both software development and estimation processes. In this session, we’ll reveal how Quanter, our cutting-edge vendor management and estimation platform, integrates AI to give you true superpowers:

  • Supervision — Automatically review and enhance requirements or user stories for clarity and completeness.
  • Supercalculation — Produce Function Point–based estimates (IFPUG, NESMA, SFP, and more) in just seconds.
  • Superquality — Generate complete test cases directly from functional requirements text.

You’ll also learn how Quanter’s AI delivers market-based insights to help you evaluate and benchmark your estimates.

Built to scale across an entire organization, Quanter empowers metrics experts and IT leaders to manage all development projects with unprecedented speed and accuracy — backed by what may be the largest database of software project references in the world.

Join us to see these capabilities in action and understand how you can elevate your estimation, quality, and decision-making with AI.

Key Topics

  • How Generative AI is revolutionizing software development and estimation.
  • AI-powered enhancement of requirements and user stories (Supervision).
  • Rapid Function Point–based estimations (IFPUG, NESMA, SFP) in seconds (Supercalculation).
  • Automatic generation of complete test cases from functional requirements (Superquality).
  • Market benchmarking and analysis of estimation results.
  • Scaling estimation and quality processes across the entire organization.
  • Leveraging one of the world’s largest databases of software project references.

Benefits for Participants

Participants will gain:

  • Gain a clear understanding of how to integrate Generative AI into estimation and quality workflows.
  • Learn practical methods to improve requirement definition instantly.
  • Discover how to produce accurate Function Point–based estimates in seconds.
  • See how to generate comprehensive test cases automatically from requirement text.
  • Understand how to benchmark estimates against market data for more competitive decision-making.
  • Explore strategies for scaling metrics and estimation processes organization-wide.
  • Improve project predictability and stakeholder confidence with data-backed AI insights.

Speaker Bios:

Julián Gómez
Director of Communications, Marketing & Partnerships – IFPUG
Chair, Communications and Marketing Committee – IFPUG
Chief Digital & Artificial Intelligence Officer – LedaMC & Quanter

Julián Gómez is an international leader in software measurement, IT governance, and project management, with over 20 years of experience driving innovation and performance improvement in software development. As Director of Communications, Marketing, and Partnerships at IFPUG and Chair of the Communications and Marketing Committee, he plays a strategic role in expanding IFPUG’s global presence, building partnerships, and promoting the adoption of measurement standards worldwide.

He also serves as Chief Digital & Artificial Intelligence Officer at LedaMC and Quanter, leading initiatives that combine digital transformation, AI, and advanced analytics to enhance software productivity, quality, and value delivery.

Julián holds prestigious professional credentials, being IFPUG Certified as both a Function Point Specialist (CFPS) and a Certified SNAP Specialist (CSS), a COSMIC Software Measurement Expert, and a Project Management Professional (PMP) certified by the Project Management Institute (PMI). He has delivered training and keynote sessions in countries across Europe, Latin America, and Asia, offering a global perspective that resonates with diverse audiences.

He is the author of two influential books: El Juego de Tronos de los Proyectos (The Game of Thrones of Projects), which uses popular culture to explore leadership and project management lessons, and Guía práctica de estimación y medición de proyectos software, a hands-on reference for applying software measurement techniques effectively. He also writes the award-winning blog “El Laboratorio de las TI,” recognized as Best Technology Blog in Seville 2015, dedicated to innovation, software metrics, and IT governance.

Passionate about connecting professionals worldwide, Julián actively encourages knowledge sharing and empowers local communities to embrace best practices in software measurement and leadership. His participation in ISMA25 reflects IFPUG’s commitment to collaborating with the Korean software metrics community and fostering global professional excellence.


How to Apply Requirements-Based Function Point Analysis Methods in Public Software Development Projects in Korea

Presented by Heungshik Kim. KOSMA Vice President


Functional Measurement - AI Chatbot - CEP Eligible – CFPS

Presented by Saurabh Saxena, IFPUG Vice President, and Director of Functional Sizing Standards.

As artificial intelligence becomes increasingly embedded in enterprise applications, the need for structured, objective measurement of software functionality remains critical. This webinar introduces the fundamentals of Function Point Analysis (FPA) and explores its application to AI-driven systems, with a focus on practical counting strategies. Using an AI-based chatbot as a case study, we will walk through the identification and classification of transactional functions and logical files, highlighting key considerations when evaluating machine learning components, natural language interfaces, and dynamic data structures. Attendees will gain actionable insights into how traditional measurement techniques can be adapted to modern intelligent systems—bridging the gap between legacy metrics and emerging technologies.

Key Topics

  • How to apply function points to an AI based System.
  • Identifying and measuring transactions and their complexity
  • Identifying and measuring logical files

Benefits for Participants

  • Learn how Function Points can be applied to an AI based system

Saurabh Saxena

Saurabh Saxena is the current Vice-President and Director of IFPUG’s Functional Sizing Committee. He brings 20 years of expertise in software sizing and estimations. He is a Certified Function Point Specialist, Certified SNAP Specialist, and PMI-PMP. Saurabh works with LedaMC as ‘Productivity Service Manager’. He is a consultant, trainer, mentor, and specialises in estimations, productivity, cost and quality analysis.

In his free time, Saurabh enjoys sharing his Project Management and Software Sizing experiences through blogs, articles, and whitepapers.


Review of Function Point-Based Project Sizing in Public Project Supervision: Current Status and Improvement Proposals

Presented by Bonghyun Jo. KOSMA director


Non-functional Measurement - AI Chatbot - CEP Eligible – CSS

Presented by Sushmitha Anantha, IFPUG director of Non-functional Sizing Standards.

You may have heard a popular quote from Peter Drucker, a renowned Austrian-American management consultant and author, “You cannot manage what you cannot measure.”
But:

  • Can we systematically measure how a system fulfills non-functional requirements (NFRs)?
  • How can we break down a broad requirement like “response time under two seconds in 95% of interactions”?
  • How do these measurements evolve in the context of AI—particularly AI-powered chatbots?

In the evolving landscape of intelligent automation, ensuring that chatbot systems meet critical NFRs is essential for delivering reliable, secure, and scalable user experiences. This presentation introduces a structured approach to measuring and validating five key NFRs—response time, security, scalability, accessibility, and auditability—using the IFPUG SNAP method. By quantifying these requirements, teams can define measurable targets that inform capacity planning, risk assessment, and cost estimation. The session will also provide a foundational understanding of the SNAP method to support the practical application of NFR measurement in AI chatbot systems.

Key Topics

  • How to apply SNAP points to an AI based System.
  • dentifying and measuring non-functional software requirements

Benefits for Participants

  • Learn how SNAP Points can be applied to an AI based system

Sushmitha Anantha

Sushmitha is working as a Function Point Expert and Project Lead at Accenture India. She is currently the director of IFPUG NFSSC. She has worked for more than a decade in the fields of function points productivity measurement in different domains, methodologies, and technologies.


Issues and Solutions in the Use of Function Points for IT Audits in the Korean Public Sector

Presented by Hyunjin Roh. KCA Managing Director


A Must-See Perspective on User Views in a Function Point World: Preparing for the AI Era

Presented by Yong-goo Lee. KOSMA Director


FP Based SW Repository in Public SW Dev. & Oper.

Presented by Jongsung Kim. KOSMA Director


Pre-recorded events are available exclusively to IFPUG members. You must be logged in before having access to view recordings or presentation slides.

Login as a member to access or join as a member here: https://ifpug.memberclicks.net/membership-form

Course Details

Intro Session: Software Measurement in Korea: Two Decades of Efforts and Future Strategies
Video Recording (must be logged in to view)
Keynote Speech: Estimating AI Agents Using Function Point Analysis (FPA) - A Practical Framework for Software & AI Architects
Video Recording (must be logged in to view)
Presentation Slides Available
Session 1: AI-superpowers to enrich software development - AI-enhance requirements, estimation AI-Copilot and AI-generate test cases
Video Recording (must be logged in to view)
Presentation Slides Available
Session 2: How to Apply Requirements-Based Function Point Analysis Methods in Public Software Development Projects in Korea
Video Recording (must be logged in to view)
Session 3: Functional Measurement - AI Chatbot - CEP Eligible – CFPS
Video Recording (must be logged in to view)
Presentation Slides Available
Session 4: Review of Function Point-Based Project Sizing in Public Project Supervision: Current Status and Improvement Proposals
Video Recording (must be logged in to view)
Session 5: Non-functional Measurement - AI Chatbot - CEP Eligible – CSS
Video Recording (must be logged in to view)
Presentation Slides Available
Session 6: Issues and Solutions in the Use of Function Points for IT Audits in the Korean Public Sector
Video Recording (must be logged in to view)
Session 7: A Must-See Perspective on User Views in a Function Point World: Preparing for the AI Era
Video Recording (must be logged in to view)
Session 8: FP Based SW Repository in Public SW Dev. & Oper.
Video Recording (must be logged in to view)
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