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Subject: Data Strategy / Analytics & Business Intelligence (DataWeek) clear filter
Thursday, September 4
 

10:00am PDT

PRO Session (DataWeek): Generative AI Operation Evaluation Framework
Thursday September 4, 2025 10:00am - 10:25am PDT
DataWeek -- Main Stage
Cigil Achenkunju, LivePerson, Data and Product Management

How do we know if this gen AI investment is moving the needle? It is a question heard almost daily across finance, healthcare, and retail. And honestly, it is the right question to ask. On top of that, should we continue to invest in AI at the same rate or optimize? How can a stakeholder show that solution usage has a positive or maybe negative impact on their operation?
Survey results indicate that up to 85% of AI initiatives eventually fail to deliver their promises. Organizations using gen AI want to understand the impact of such solutions clearly. Can you blame them? So, let’s define a strategic decision-making framework that broadly answers these business questions in an operational setting that balances the benefits of business value and AI integration.

An analytical framework for operations measurement 2S/2E: Think of it as four pillars used together to tell a complete story of your gen AI-enabled operation's health: Each pillar reveals a different facet of your performance, and I'll show you exactly how to measure them. These pillars offer valuable insights to measure your operations. What makes this framework powerful is its systematic approach and adaptability.
Speakers
avatar for Cigil Achenkunju

Cigil Achenkunju

Data and Product Management, LivePerson
A leader in advanced data analytics and a strategic advisor, Cigil has a robust background in data science and product management. With extensive experience across various organizations, Cigil has helped companies transform data into actionable insights that drive business success... Read More →
Thursday September 4, 2025 10:00am - 10:25am PDT
DataWeek -- Main Stage
  DataWeek

1:30pm PDT

PRO Session (DataWeek): Integrating Data Governance into Cyber Risk Management
Thursday September 4, 2025 1:30pm - 1:55pm PDT
DataWeek -- Main Stage
Nandini Singh, Google, Sr. TPM

This session is designed for cybersecurity professionals, data governance leaders, and IT managers seeking to strengthen their organization's cybersecurity posture through effective data governance practices. Attendees will leave with actionable insights and strategies to enhance their organization's resilience against cyber threats.

Drawing upon my experience of working at the Office of Cybersecurity Resilience at Google, I will share lessons learned from integrating data governance into cyber risk management, with a focus on evaluating metric quality levels (introducing the concept of Metric Bill of Materials) and developing a continuous improvement and adaptation roadmap.
Speakers
avatar for Nandini Singh

Nandini Singh

Sr. TPM, Google
Nandini Singh is a seasoned professional in the fields of data modeling, analytics, and cybersecurity technologies, with a robust career that spans over a decade. She currently serves as a Senior Technical Program Manager at Google, where she leads initiatives on product, platform... Read More →
Thursday September 4, 2025 1:30pm - 1:55pm PDT
DataWeek -- Main Stage
  DataWeek

2:30pm PDT

KEYNOTE (DataWeek): Informatica -- Mastering Enterprise AI Agents: Best Practices for Multi-Agent Frameworks
Thursday September 4, 2025 2:30pm - 2:55pm PDT
DataWeek -- Main Stage
Sumeet Kumar Agrawal, Informatica, Vice President Product Management

Explore the design and deployment of enterprise-grade AI agent systems. This session covers best practices for building scalable multi-agent frameworks, ensuring security and governance, and features real-world examples from industries like customer service and supply chain management. Learn how to integrate AI agents effectively while addressing key enterprise challenges. 
Speakers
avatar for Sumeet Kumar Agrawal

Sumeet Kumar Agrawal

Vice President Product Management, Informatica
Sumeet Agrawal is the Vice President of Products at Informatica, where he spearheads product management of innovative cloud-based technology products. With over 15 of experience in data engineering and product management, Sumeet has a proven track record of driving innovative solutions... Read More →
Thursday September 4, 2025 2:30pm - 2:55pm PDT
DataWeek -- Main Stage
  5. KEYNOTES & FEATURED
 
Friday, September 5
 

11:00am PDT

OPEN Session (DataWeek): Data Integrity in the Age of AI: SBOMs, Lineage, and Trust in the Pipeline
Friday September 5, 2025 11:00am - 11:25am PDT
DataWeek -- Main Stage
Saloni Garg, Wayfair, Senior Software Engineer

With AI models consuming more data than ever, ensuring the integrity and traceability of that data is critical. This talk focuses on how to build trust into your data pipelines -- using concepts like SBOMs (Software Bill of Materials) for datasets, audit trails, and metadata tagging to make data consumption safer and more transparent. I’ll also touch on how this ties into emerging compliance frameworks and how we’ve approached this in practice. 
Speakers
avatar for Saloni Garg

Saloni Garg

Senior Software Engineer, Wayfair
International Red Hat Women in Open Source Awardee | Mozilla Open Leader 2019 | a strong open source diversity supporter | Google Venkat Scholarship winner | Speaker
Friday September 5, 2025 11:00am - 11:25am PDT
DataWeek -- Main Stage
  DataWeek
 
Thursday, September 11
 

10:00am PDT

[Virtual] PRO Session (DataWeek): Generative AI Operation Evaluation Framework
Thursday September 11, 2025 10:00am - 10:25am PDT
VIRTUAL DataWeek -- Main Stage
Cigil Achenkunju, LivePerson, Data and Product Management

How do we know if this gen AI investment is moving the needle? It is a question heard almost daily across finance, healthcare, and retail. And honestly, it is the right question to ask. On top of that, should we continue to invest in AI at the same rate or optimize? How can a stakeholder show that solution usage has a positive or maybe negative impact on their operation?
Survey results indicate that up to 85% of AI initiatives eventually fail to deliver their promises. Organizations using gen AI want to understand the impact of such solutions clearly. Can you blame them? So, let’s define a strategic decision-making framework that broadly answers these business questions in an operational setting that balances the benefits of business value and AI integration.

An analytical framework for operations measurement 2S/2E: Think of it as four pillars used together to tell a complete story of your gen AI-enabled operation's health: Each pillar reveals a different facet of your performance, and I'll show you exactly how to measure them. These pillars offer valuable insights to measure your operations. What makes this framework powerful is its systematic approach and adaptability.
Speakers
avatar for Cigil Achenkunju

Cigil Achenkunju

Data and Product Management, LivePerson
A leader in advanced data analytics and a strategic advisor, Cigil has a robust background in data science and product management. With extensive experience across various organizations, Cigil has helped companies transform data into actionable insights that drive business success... Read More →
Thursday September 11, 2025 10:00am - 10:25am PDT
VIRTUAL DataWeek -- Main Stage
  DataWeek

1:30pm PDT

[Virtual] PRO Session (DataWeek): Integrating Data Governance into Cyber Risk Management
Thursday September 11, 2025 1:30pm - 1:55pm PDT
VIRTUAL DataWeek -- Main Stage
Nandini Singh, Google, Sr. TPM

This session is designed for cybersecurity professionals, data governance leaders, and IT managers seeking to strengthen their organization's cybersecurity posture through effective data governance practices. Attendees will leave with actionable insights and strategies to enhance their organization's resilience against cyber threats.

Drawing upon my experience of working at the Office of Cybersecurity Resilience at Google, I will share lessons learned from integrating data governance into cyber risk management, with a focus on evaluating metric quality levels (introducing the concept of Metric Bill of Materials) and developing a continuous improvement and adaptation roadmap.
Speakers
avatar for Nandini Singh

Nandini Singh

Sr. TPM, Google
Nandini Singh is a seasoned professional in the fields of data modeling, analytics, and cybersecurity technologies, with a robust career that spans over a decade. She currently serves as a Senior Technical Program Manager at Google, where she leads initiatives on product, platform... Read More →
Thursday September 11, 2025 1:30pm - 1:55pm PDT
VIRTUAL DataWeek -- Main Stage
  DataWeek

2:30pm PDT

[Virtual] KEYNOTE (DataWeek): Informatica -- Mastering Enterprise AI Agents: Best Practices for Multi-Agent Frameworks
Thursday September 11, 2025 2:30pm - 2:55pm PDT
VIRTUAL DataWeek -- Main Stage
Sumeet Kumar Agrawal, Informatica, Vice President Product Management

Explore the design and deployment of enterprise-grade AI agent systems. This session covers best practices for building scalable multi-agent frameworks, ensuring security and governance, and features real-world examples from industries like customer service and supply chain management. Learn how to integrate AI agents effectively while addressing key enterprise challenges. 
Speakers
avatar for Sumeet Kumar Agrawal

Sumeet Kumar Agrawal

Vice President Product Management, Informatica
Sumeet Agrawal is the Vice President of Products at Informatica, where he spearheads product management of innovative cloud-based technology products. With over 15 of experience in data engineering and product management, Sumeet has a proven track record of driving innovative solutions... Read More →
Thursday September 11, 2025 2:30pm - 2:55pm PDT
VIRTUAL DataWeek -- Main Stage
  5. KEYNOTES & FEATURED
 
Friday, September 12
 

11:00am PDT

[Virtual] OPEN Session (DataWeek): Data Integrity in the Age of AI: SBOMs, Lineage, and Trust in the Pipeline
Friday September 12, 2025 11:00am - 11:25am PDT
VIRTUAL DataWeek -- Main Stage
Saloni Garg, Wayfair, Senior Software Engineer

With AI models consuming more data than ever, ensuring the integrity and traceability of that data is critical. This talk focuses on how to build trust into your data pipelines -- using concepts like SBOMs (Software Bill of Materials) for datasets, audit trails, and metadata tagging to make data consumption safer and more transparent. I’ll also touch on how this ties into emerging compliance frameworks and how we’ve approached this in practice. 
Speakers
avatar for Saloni Garg

Saloni Garg

Senior Software Engineer, Wayfair
International Red Hat Women in Open Source Awardee | Mozilla Open Leader 2019 | a strong open source diversity supporter | Google Venkat Scholarship winner | Speaker
Friday September 12, 2025 11:00am - 11:25am PDT
VIRTUAL DataWeek -- Main Stage
  DataWeek
 
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