Aashish Pahwa is an AI consultant and the founder of Koso.ai, where he helps companies rethink the way they work using practical AI, smart automation, and strategies that actually make a difference. He has built Koso.ai, Feedough, and more than twenty AI-powered digital products, drawing on his background as an AI generalist, domainer, and long-time digital marketer.

He also leads AI communities of over fifty thousand people who learn, build, experiment, and try to stay human while navigating the rise of intelligent technology.

You can find him on Instagram at https://www.instagram.com/okaashish and on LinkedIn at https://www.linkedin.com/in/aashishpahwa/

Aashish Pahwa is an AI consultant and the founder of Koso.ai, where he helps companies rethink the way they work using practical AI, smart automation, and strategies that actually make a difference. He has built Koso.ai, Feedough, and more than twent... Show more

Lars studied Computer Science at Hochschule Bonn-Rhein-Sieg and the University of Bonn, where he earned his Master’s degree with a focus on fraud detection in financial statements using machine learning algorithms. Since 2020, he has been working at synalis, a Bonn-based IT company. Starting in the field of Business Intelligence, he gradually transitioned into the role of a Data Scientist. Today, he supports small and medium-sized enterprises in implementing data analytics and AI projects – with a strong focus on real-world value and practical innovation.

Lars studied Computer Science at Hochschule Bonn-Rhein-Sieg and the University of Bonn, where he earned his Master’s degree with a focus on fraud detection in financial statements using machine learning algorithms. Since 2020, he has been working at ... Show more

Innovation, Strategy, and Agility Consultant with 15 years of experience driving organizational and agile transformations across industries, service areas, and teams in over 15 countries.

A recognized trainer and facilitator, I have helped develop thousands of professionals in high-performance leadership, design thinking, agile principles and practices, continuous improvement, Kanban, flow metrics, and customer experience.

As a specialist in performance indicators and business metrics, I have extensive experience implementing KPIs, Balanced Scorecard (BSC), and OKRs, enabling teams to reach new performance levels through data-driven decision-making.

Passionate about mentoring and coaching, I support teams and individuals in open innovation, business agility, agile high-performance teams, continuous improvement, performance management, and value stream optimization.

A community leader and event organizer, I have played key roles in Agile Brazil, Agile Coach Camp, Caipira Ágil, Agile Beer, and Agile Campinas, bringing practitioners together to share knowledge and advance agility. As a speaker and facilitator, I have contributed to global conferences, fostering collaboration and practical learning.

Currently serving as Executive Director at Agile Alliance Brazil, I am dedicated to expanding agile practices and mindset by supporting communities and industry events nationwide.

Innovation, Strategy, and Agility Consultant with 15 years of experience driving organizational and agile transformations across industries, service areas, and teams in over 15 countries. A recognized trainer and facilitator, I have helped develop... Show more

First of all, he is a husband and father, is a traveler, is a bookworm.

More than 15 years, he has been professionally in business life. His area of ​​expertise is to plan the strategic processes of a company and to make improvements in the process to ensure human and computer compatibility. It covers the planning of the company’s marketing, sales and service activities in the scope of the basic processes and making the computer-based software/hardware infrastructures suitable for the purpose. After meeting Microsoft Dynamics CRM 1.2 version years ago, he has been working as a CRM software consultant in various positions within Microsoft Dynamics CRM projects for years.

He lives in London with the title of CEO at Mawens Business Solution, founded in 2015. He continues to develop CRM / xRM projects by consulting on Marketing and Strategic Management issues.

To date, he has developed more than 200 software projects for more than 150 companies at home and abroad and has received the Dynamics CRM MVP award and title many times since 2009 for his work in this field.

He speaks events/conferences at many universities, institutions. He is among the founders of the 365 Community, which organizes events about Dynamics 365 worldwide. (https://events.powercommunity.com/)

His articles are published in many sites as editor and writer.

Some Links:

Microsoft MVP Profile: https://mvp.microsoft.com/en-us/PublicProfile/5001870

Interview: https://msdynamicsworld.com/story/dynamics-crm/dynamics-profile-entrepreneurial-spirit-and-community-achievements-crm-mvp-baris-?modal_forms_redirect=1

LinkedIn Profile: https://www.linkedin.com/in/bariskanlica/

The company website is https://mawens.com and Mawens Business Solutions is one of the important Omni-Channel Platform leaders and Microsoft Dynamics Partner of the world.

Flexxii (https://flexxii.com) is a platform that allows you to reach your customers quickly via Whatsapp, SMS, Email, Chatbot, Facebook, Twitter, Instagram, WebForm and so on. In short, Flexxii is a revolutionary new solution for marketing and customer service.

First of all, he is a husband and father, is a traveler, is a bookworm. More than 15 years, he has been professionally in business life. His area of ​​expertise is to plan the strategic processes of a company and to make improvements in the proces... Show more

About Brian Ferdinand — Portfolio Manager & Trader, EverForward:

Brian Ferdinand is a Portfolio Manager and Trader at EverForward, where he is responsible for portfolio construction, active trading, and firm-wide capital deployment. He leads EverForward’s trading operations with a disciplined focus on execution quality, structured risk management, and consistent performance across varying market environments.

His work centers on identifying asymmetric opportunities, managing drawdowns, and enforcing strict risk parameters while adapting dynamically to evolving market conditions. EverForward operates with a performance-driven mindset, prioritizing clarity of strategy, capital preservation, and scalable trading frameworks.

Brian plays a central role in shaping EverForward’s trading philosophy, ensuring that decision-making remains data-driven, accountable, and aligned with long-term objectives.

He is also a newly selected member of the Forbes Business Council, a prestigious, invitation-only community of senior executives and business leaders. You can review his published insights and contributions here:

https://councils.forbes.com/profile/Brian-Ferdinand-Portfolio-Manager-Trader-EverForward/a3ecf5cb-f89e-411e-9625-5d67737104c5

About Brian Ferdinand — Portfolio Manager & Trader, EverForward: Brian Ferdinand is a Portfolio Manager and Trader at EverForward, where he is responsible for portfolio construction, active trading, and firm-wide capital deployment. He leads EverF... Show more

I am Sophia Pfab, a passionate Scrum Master, Agile Leader, and Organizational Developer with a foundation in Industrial Engineering.

My core focus is creating real value, driving efficiency, and sustainably fostering self-organization and intrinsic motivation within teams—always with a clear outcome-orientation. I thrive on helping organizations and teams establish more effective and long-lasting ways of working.

With several years of experience as a consultant and Scrum Master, I have successfully implemented scaled agile frameworks (e.g., Nexus) and guided organizations through their agile transformations. I use my analytical skills to quickly detect tensions within teams, resolving them through targeted coaching and empathy, supported by my training in Nonviolent Communication (NVC).

My role extends beyond classical Scrum: I coach Product Owners and development teams, facilitate and design customized workshops, and strategically apply methods like Team Topologies and OKRs. My background as a former developer provides me with a deep technical understanding, and I am proficient in tool administration (e.g., Jira, Confluence, and Miro).

I am highly networked within the agile community, regularly discussing current challenges, and I communicate fluently in German and English.

I am Sophia Pfab, a passionate Scrum Master, Agile Leader, and Organizational Developer with a foundation in Industrial Engineering. My core focus is creating real value, driving efficiency, and sustainably fostering self-organization and intrinsi... Show more

Barbara Jones is a Technical Program Manager and Consultant for Insight Enterprises, where she has built a reputation for driving results-driven technical outcomes for Fortune 500 clients. With a passion for bridging the gap between complex technology and strategic business goals, Barbara specializes in leading cross-functional teams through successful cloud, data, and AI initiatives. She holds an MBA from Purdue University, a PMP certification, and multiple Microsoft technical certifications, including Azure (AZ-900), AI (AI-900), and Power Platform (PL-900).
As a recognized thought leader in project management and technical execution, Barbara has shared her expertise at several national conferences. Her recent speaking engagements include presentations at the PMI Global Summit 2024, Agile 2024, and the Insight Enterprises Mastery Event in 2022. She brings a practical, human-centric approach to her sessions, empowering IT leaders to navigate technical conflicts, build continuous improvement cultures, and adopt emerging technologies.
Beyond her professional and speaking endeavors, Barbara is a passionate advocate for Women in Technology. She is deeply committed to giving back to her community and actively volunteers, mentors, and fundraises for organizations that empower women and underrepresented groups, including IT Women, INROADS, and Dress for Success.

Barbara Jones is a Technical Program Manager and Consultant for Insight Enterprises, where she has built a reputation for driving results-driven technical outcomes for Fortune 500 clients. With a passion for bridging the gap between complex technolog... Show more

Kelli is Chief Design Officer and co-founder of LunarLab, a UX design and product strategy firm that helps businesses create innovative, inclusive, and profitable products. Kelli is an experienced design leader who's created engaging web and mobile experiences for startups and enterprise clients alike. She’s designed for FinTech, healthcare, publishing, sports, advertising, education, logistics, and more.

Kelli is Chief Design Officer and co-founder of LunarLab, a UX design and product strategy firm that helps businesses create innovative, inclusive, and profitable products. Kelli is an experienced design leader who's created engaging web and mobile e... Show more

Cornell Emile is the Founder and CEO of Database Chex, where he helps organizations maintain reliable data foundations for analytics and AI.

With nearly 30 years of experience, Cornell has worked across roles ranging from statistician to enterprise solution architect, supporting production systems built on technologies including SQL Server, Azure SQL, Microsoft Fabric, and Power BI.

Known for explaining data and AI in plain language, he focuses on creating systems that small teams can trust, operate with confidence, and adapt as business needs evolve.

Cornell Emile is the Founder and CEO of Database Chex, where he helps organizations maintain reliable data foundations for analytics and AI. With nearly 30 years of experience, Cornell has worked across roles ranging from statistician to enterpris... Show more

56 - verheiratet - 3 erwachsene Kinder - natur und insbesondere Berge verbunden.
mehr als 25 Jahre Erfahrung im Bereich PeopleDevelopment und PeopleManagement (angestellt und selbstständig)
14 Jahre Geschäftsführer bei :verteko Unternehmen für systematische Personalentwicklung
6 Jahre Führungskraft Deutsche Telekom IT
Seit Anfang des Jahres unterstütze ich als CPO (Chief Passion Officer) der Passioneers GmbH mit all meiner Leidenschaft unsere Kunden neue, menschenzentrierte und nachhaltige Wege in der Unternehmensentwicklung zu gehen.

56 - verheiratet - 3 erwachsene Kinder - natur und insbesondere Berge verbunden. mehr als 25 Jahre Erfahrung im Bereich PeopleDevelopment und PeopleManagement (angestellt und selbstständig) 14 Jahre Geschäftsführer bei :verteko Unternehmen für syst... Show more

Ayant débuté ma carrière en tant que testeur, développeur puis architecte logiciel, j'ai découvert l'eXtreme Programming que j'ai commencé à appliquer dès ma première expérience en tant que chef de projet. Puis je suis devenu Product Owner et surtout Scrum Master. Formateur sur l'agilité depuis plus de 10 ans, j'interviens en tant que Coach Agile pour accompagner les individus, les équipes et les organisations. Je les aide à s'améliorer régulièrement, à collaborer, à innover.

Ayant débuté ma carrière en tant que testeur, développeur puis architecte logiciel, j'ai découvert l'eXtreme Programming que j'ai commencé à appliquer dès ma première expérience en tant que chef de projet. Puis je suis devenu Product Owner et surtout... Show more

Kalle works as Field CTO, making sure Eficode delivers the best possible offering for our service customers. Having worked in Eficode for over a decade his experience is wide and deep; he is familiar with maintenance, upgrades and migrations of services to cloud as well as the challenges related to adopting new ways of working.

Kalle works as Field CTO, making sure Eficode delivers the best possible offering for our service customers. Having worked in Eficode for over a decade his experience is wide and deep; he is familiar with maintenance, upgrades and migrations of servi... Show more

With 11 years' experience managing complex collaborative projects, including 5 as PO, I know that any project can turn into a Tower of Babel...
I also know that I don't know anything, even though I can forget this fact from time to time :)

So let's hear each other out, let's communicate and together we just might end up creating a cool product!

¤¤¤¤¤¤¤¤¤¤¤¤¤¤¤¤¤¤¤¤¤¤
"Has he ever given any talk?"

One at the Agile tour in Lyon in 2024, and another at the Agile tour Bordeaux in 2025 + several others by videoconference.

With 11 years' experience managing complex collaborative projects, including 5 as PO, I know that any project can turn into a Tower of Babel... I also know that I don't know anything, even though I can forget this fact from time to time :) So le... Show more

David Hrncir has been solving "Big Data" problems since before the industry had a name for them. As a veteran software and data engineer at Fivetran, David’s career is defined by a singular, defiant mission: the total elimination of non-value-added activities. Having architected data ecosystems for Fortune 500 giants across every vertical, David is a leading advocate for Open Data Infrastructure (ODI) and end-to-end automation. He believes that in the age of AI, building complex, manual data integrations is a relic of the past that hinders true innovation. Today, David partners with global tech leaders to prove that when organizations stop "moving" data and start "utilizing" it, they unlock the real potential of AI and modern analytics. Known for his "no challenge is too big" attitude, David balances technical rigor with a philosophical approach to data—making him a favorite on expert panels and hands-on labs alike.

David Hrncir has been solving "Big Data" problems since before the industry had a name for them. As a veteran software and data engineer at Fivetran, David’s career is defined by a singular, defiant mission: the total elimination of non-value-added a... Show more

I help large engineering organizations improve flow, resilience, and delivery speed at scale. Building on global speaking experience and now driving continuous improvement for 1,300+ engineers at TechNL, I focus on DevSecOps, engineering effectiveness, developer experience, and product-oriented ways of working.

I help large engineering organizations improve flow, resilience, and delivery speed at scale. Building on global speaking experience and now driving continuous improvement for 1,300+ engineers at TechNL, I focus on DevSecOps, engineering effectivenes... Show more

B2B marketing leader who specializes in partner marketing, and demand generation. My passion lies in crafting out-of-the-box campaigns that tell compelling stories, create meaningful experiences, and accelerate pipeline growth.

As the host of AMBUSH On Air and Founder of B2B Buyer Rebellion, I bring my energy and expertise to every project!

When I'm not working, I'm reading a fantasy book, hanging out with my dog Ziggy, making a cocktail, or spending time with friends. I live to travel and you can find me all over the world for work and life.

B2B marketing leader who specializes in partner marketing, and demand generation. My passion lies in crafting out-of-the-box campaigns that tell compelling stories, create meaningful experiences, and accelerate pipeline growth. As the host of AMBU... Show more

I’m a CTO and software architect with a background in designing and evolving enterprise systems across complex, multi-product environments. I’ve worked on unifying data models, modernizing legacy architectures, and helping engineering teams ship reliable software at scale using Azure and .NET.

I was part of the core group introducing AI-assisted engineering workflows in a 5,000+ engineer organization, working through the real challenges of adoption, architectural constraints, and quality at scale.

I later transitioned to full-time CTO of an AI-native startup, where I designed the engineering process around AI-assisted workflows from day one. By aligning architecture, domain boundaries, and development practices with AI collaboration, we significantly compressed delivery timelines compared to traditional team structures.

I’m a CTO and software architect with a background in designing and evolving enterprise systems across complex, multi-product environments. I’ve worked on unifying data models, modernizing legacy architectures, and helping engineering teams ship reli... Show more

A PhD and expert in Applied Economics and Strategic Marketing, Andrea Saravalle combines a solid academic career at three leading Italian universities (Bologna, Brescia, Ancona) with extensive consulting work for national brands. Specializing in market analysis and positioning strategies, he helps organizations navigate technological and structural changes through a deep understanding of stakeholders' real needs. He is a member of the "Industry, Territory, Environment" research group at the University of Bologna. As a speaker, he brings to the stage a vision that combines strategy and sustainability, guiding companies towards growth that is both innovative and profitable.

A PhD and expert in Applied Economics and Strategic Marketing, Andrea Saravalle combines a solid academic career at three leading Italian universities (Bologna, Brescia, Ancona) with extensive consulting work for national brands. Specializing in mark... Show more

Power BI fangirl since 2018, leading end-to-end BI implementations across industries including Insurance and Retail. On a mission to help organisations create a Power BI Culture, and drive adoption through proper governance.

Power BI fangirl since 2018, leading end-to-end BI implementations across industries including Insurance and Retail. On a mission to help organisations create a Power BI Culture, and drive adoption through proper governance. Show more

Fiona Walsh is a Microsoft PowerPoint MVP, Microsoft Certified Master Trainer, and founder of Empower Presentations. Drawing on over twenty years in corporate roles - including IT Manager and in‑house Trainer - she delivers compelling PowerPoint and Copilot training, PowerPoint templates, and presentation strategy for organisations across Ireland, Europe, and the USA. A Certified Presentation Expert (CPE™) and former Director of Education at The Presentation Guild, Fiona is a frequent speaker, podcast guest and writer for publications such as Executive Support Media. Her YouTube tutorials have 200,000+ views.

Fiona Walsh is a Microsoft PowerPoint MVP, Microsoft Certified Master Trainer, and founder of Empower Presentations. Drawing on over twenty years in corporate roles - including IT Manager and in‑house Trainer - she delivers compelling PowerPoint and ... Show more

Lee Harding is the founder of Proxytlity and a long-time distributed systems engineer and leader focused on serverless architectures and networking. He has spent years building systems that operate where traditional HTTP abstractions fall apart, and is particularly interested in how application-level design choices determine reliability as much as protocol selection.

Lee Harding is the founder of Proxytlity and a long-time distributed systems engineer and leader focused on serverless architectures and networking. He has spent years building systems that operate where traditional HTTP abstractions fall apart, and ... Show more

As the Program Manager for Eclipse Adoptium, Carmen brings a wealth of experience in project, operations, and financial management across various industries to help Adoptium working group members achieve their goals and objectives. Her background includes successful terms in healthcare, pharma, fintech, and tech startups. Additionally, She actively contributes to Step4ward, a mentoring program in Spain, demonstrating her commitment to fostering diversity and inclusion in the tech world.

As the Program Manager for Eclipse Adoptium, Carmen brings a wealth of experience in project, operations, and financial management across various industries to help Adoptium working group members achieve their goals and objectives. Her background inc... Show more

Justin has 15+ years of consulting experience in the Microsoft Data/BI Stack. He started out as a DBA and then shifted into the Data Analytics and Data Engineering space. He is a data enthusiast that loves to help solve complex problems and put customers' minds at ease.

Justin has 15+ years of consulting experience in the Microsoft Data/BI Stack. He started out as a DBA and then shifted into the Data Analytics and Data Engineering space. He is a data enthusiast that loves to help solve complex problems and put custo... Show more

Sufian is a Multi-Cloud Solutions Architect, Technical Programme Director, and one of a small number of practitioners globally to hold Authorised Instructor status across all three major cloud hyperscalers - AWS, Microsoft Azure, and Google Cloud Platform simultaneously.

With over 12 years of hands-on experience spanning cloud architecture, industrial IoT, and AI programme design, Sufian is currently Director of Learning at IN4 Group, where he leads a multi-million-pound portfolio of technology skills programmes delivered across the UK under government contracts. He has upskilled 3,000+ learners, advised 100+ organisations, and is currently working with SMEs and public organisations in the North West on AI adoption across multiple cloud platforms.

His current focus is Agentic AI, designing and prototyping autonomous AI workflows using Amazon Bedrock AgentCore, and Microsoft Foundry, and translating these into practical, production-ready use cases for enterprise and public sector clients. He has spoken on agentic AI and practical AI adoption at the Greater Manchester Business Network, Salford Business School, MCT Summit Japan 2025, and the India MCT Marathon 2025.

Sufian is an AWS Community Star, Intel Software Innovator, and IEEE-published researcher. He founded Atria IoT Labs in India, benefiting over 1,000 university students through partnerships with ARM, AWS, Google Cloud, and GitHub.

Sufian is a Multi-Cloud Solutions Architect, Technical Programme Director, and one of a small number of practitioners globally to hold Authorised Instructor status across all three major cloud hyperscalers - AWS, Microsoft Azure, and Google Cloud Pla... Show more

Alexon works as a Senior Principal Technical Account Manager at Red Hat focusing on Infrastructure and Management, Integration and Automation, Cloud Computing, Storage, and AI Solutions. He also contributes to produce and enhance documentation, knowledge-base articles, blog posts, presentations, webinars, and workshops. When he is not at work, he enjoys spending quality time with his family (wife, two children, and cat) and participating in several volunteer jobs.

Alexon works as a Senior Principal Technical Account Manager at Red Hat focusing on Infrastructure and Management, Integration and Automation, Cloud Computing, Storage, and AI Solutions. He also contributes to produce and enhance documentation, knowl... Show more

From engineering floors to global boardrooms, Srishti has built trust across languages and time zones.
Surrounded by gears and doubts, she learned that impact creates space for belonging.

Lessons have followed her through four continents—designing EV parts in the U.S., leading cross-cultural teams in Europe, and managing a $120M manufacturing project at Northvolt.

There, in a melting pot of languages, cultures and metric systems, she saw the real challenge: it wasn’t strategy, budget or deadlines.

It was trust.

So she flipped her leadership style: informal tech huddles replaced rigid meetings, rituals replaced policies, and engineers started celebrating together instead of competing in silence.

The result? Engagement soared. Silos cracked. Delays dropped.

Today, Srishti brings those same tools to stages and boardrooms, helping leaders everywhere build teams that don’t just work together, but thrive together.

Her talks blend engineering clarity with cultural empathy, packed with real-world strategies you can use next week, not next quarter.

From engineering floors to global boardrooms, Srishti has built trust across languages and time zones. Surrounded by gears and doubts, she learned that impact creates space for belonging. Lessons have followed her through four continents—designin... Show more

Dean is Senior DBA practicing SQL Server since version 7.0 and main areas of interest are performance tuning and troubleshooting SQL Server database. Primary focus is on OLTP databases with occasional adventures with Business Intelligence. He finished Faculty of Electrical Engineering and Computing and MBA on Faculty of Economics in Zagreb. His premise was that it is very useful to combine technical knowledge with management process knowledge that help us in our everyday work. He works in Dinofni which is specialized in data management field on Microsoft SQL Server.

Dean is Senior DBA practicing SQL Server since version 7.0 and main areas of interest are performance tuning and troubleshooting SQL Server database. Primary focus is on OLTP databases with occasional adventures with Business Intelligence. He finishe... Show more

Bas Schuurmans has been working for Valcon (previously VIQTOR DAVIS) for 10 years as a Senior Principal Business Analytics Consultant. During these years, he has primarily worked on the Front-end. Here, he has gained extensive knowledge and experience in Dashboarding & Reporting and has specialised in Data Visualisation & Data Storytelling. Within Valcon, he is the lead of the Front-End Engineering Offering, sharing knowledge and experience both within and outside the company. He is enthusiastic, skilled and creative with Power BI, working on innovative ideas, creating and implementing them.

Bas Schuurmans has been working for Valcon (previously VIQTOR DAVIS) for 10 years as a Senior Principal Business Analytics Consultant. During these years, he has primarily worked on the Front-end. Here, he has gained extensive knowledge and experienc... Show more

Hernan Huwyler is a Global Risk Management Executive and the Academic Director at IE Law and Business School (Executive Education). With a dual background as an MBA and CPA, Hernan specializes in the intersection of Law, Technology, and Quantitative Risk.

He focuses on "translating" complex regulatory frameworks (EU AI Act, GDPR, ISO 42001) into actionable architectures for engineering and business teams. Unlike traditional compliance officers, Hernan advocates for data-driven risk management, moving beyond "heatmaps" to utilize Monte Carlo simulations, convolution models, and Python-based risk quantification.

Hernan has led Risk, Control, and Audit functions for major multinational corporations across Europe and the Americas. He writes and speaks extensively on Adversarial AI, Algorithmic Auditing, and the financial quantification of Cyber Risk. Past keynote venues include Risk Awareness Conferences (>2,000 risk managers), IIA and ISACA Summits, ProcureCom Europe, IKN Madrid, IE University, and closed-door sessions for international organizations and national regulators. Hernan’s talks consistently rank in the top 5% of conference feedback scores because he makes complex security requirements, business needs and regulations feel like a competitive advantage.

Speaking Topics:

AI Governance: Implementing ISO 42001 and navigating the EU AI Act.
Risk Quantification: Why "Impact x Probability" fails and how to use convolution models.
Adversarial AI: Balancing transparency with security to prevent data poisoning.
AI ROI: Risk-adjusted financial modeling for Generative AI deployments.

Ready-to-Submit Talk Proposals:

Session 1: The Technical/Quant Talk

Title: Kill the Heatmap: Quantifying AI Risk with Python & Monte Carlo Simulations
Abstract: Most organizations manage AI risk using colorful 5x5 "heatmaps." This is mathematically flawed and dangerous for high-stakes AI deployment. In this talk, we will ditch the gut-check methodology. I will demonstrate how to use convolution and Monte Carlo simulations to model the "tail risk" of AI hallucinations and regulatory fines. You will leave with a method to calculate the actual financial exposure of your models—no expensive GRC software required, just math and logic.

Session 2: The Governance/Security Talk

Title: The Transparency Trap: How to Audit AI Without Creating Vulnerabilities
Abstract: New standards like ISO/IEC 12792 demand AI transparency, but in the age of Adversarial Machine Learning, "oversharing" is a security vector. If you reveal your full architecture and training sources, you invite data poisoning and model inversion attacks. This session outlines a "Tiered Disclosure Architecture." We will discuss how to route specific data to auditors, regulators, and users differently, ensuring compliance with the EU AI Act without handing the keys to bad actors.

Session 3: The Business/Strategy Talk

Title: The Real Cost of Intelligence: A Risk-Adjusted Framework for AI ROI
Abstract: Companies are deploying Generative AI based on productivity hype, but they are ignoring the "OpEx Iceberg"—model drift, inference costs, and liability reserves. This talk presents a financial framework for calculating the true ROI of AI. We will cover how to factor in the "Risk Delta" (new risks vs. automated risks), calculate the Levelized Cost of AI (LCOAI), and determine when to build vs. buy based on process uniqueness. A session for leaders who need to justify the cloud bill to the CFO.

Hernan Huwyler is a Global Risk Management Executive and the Academic Director at IE Law and Business School (Executive Education). With a dual background as an MBA and CPA, Hernan specializes in the intersection of Law, Technology, and Quantitative ... Show more

- Se especializa en ayudar a desarrolladores a encontrar empleo en empresas de tecnología o a cambiar de carrera, siendo coach de neurociencia certificado por la ICF.
- 18 años de experiencia en desarrollo de negocios y estrategia de comunicación para los mercados de Europa, Asia y Latinoamérica
- Ella es economista con maestría en periodismo. Cambió de carrera cuatro veces en tres países
- Experiencia en la enseñanza del inglés en diferentes escuelas, bootcamps y universidades en América Latina durante 4 años.
- En Latinoamérica, ella ejecuta estrategias para que clientes corporativos ingresen a nuevos mercados, conecta fondos de Corporate Venture Capital (CVC) con startups y lidera un equipo de ingenieros de Machine Learning y Data


ESP | RUS | ENG

- Se especializa en ayudar a desarrolladores a encontrar empleo en empresas de tecnología o a cambiar de carrera, siendo coach de neurociencia certificado por la ICF. - 18 años de experiencia en desarrollo de negocios y estrategia de comunicación pa... Show more