Panel on Panel: Human, Synthetic, and the Quest for Quality Data

Register
Date and Time
Thu, Nov 20, 2025
11:30 am - 1:30 pm PST
Location
Ivar's Salmon House
401 NE Northlake Way
Seattle
Washington
98105
United States
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Panel on Panel: Human, Synthetic, and the Quest for Quality Data

In today’s AI-driven world, the research community remains divided on the use of synthetic data in surveys. While some see it as the promising future of surveys, others view it as a methodological heresy. Whether you’re using synthetic data, traditional panels, or a combination of both, maintaining data quality in the age of AI is the challenge every researcher faces. How do we combat bots that infiltrate human panels, filter responses that sound plausible but miss the mark, and eliminate fraudsters who manipulate systems and pollute survey data? Let’s take this discussion offline!

Join us for a panel discussion on the opportunities and risks of synthetic data, and the quality control crisis affecting survey collection as fraud becomes more sophisticated. Whether you are exploring synthetic approaches, building hybrid solutions, or sticking with human samples, this session will provide practical strategies for protecting data quality in an AI-saturated landscape.

Our lunch and meal choices are as follows:

  • Cedar Plank Roasted Wild Sockeye Salmon – with seasonal sides
  • Fish ‘n Chips – Ivar’s World-Famous dish!
  • Blackened True Cod Tacos – Spicy blackened Pacific rockfish, cilantro-cabbage slaw, Cajun remoulade, mango salsa,
    flour tortillas, house-made tortilla chips, pico de gallo, sour cream drizzle
  • Cheese Burger – 1/2 pound Newport Pride Beef, Tillamook cheddar, bistro sauce, lettuce, tomato, red onion
  • Chicken Saltimboca – Alder grilled chicken, fresh sage, thin sliced prosciutto, smoked mozzarella
    roasted pear, lemon-butter sauce
  • Grilled Portobello Stack – Alder grilled Portobello mushroom, roasted red pepper, grilled zucchini and yellow squash,
    sautéed spinach, House specialty rice, balsamic syrup

Chris Robson, Vice President Managed Services

Chris Robson is the Head of QuestionPro’s Managed Services, an industry thought-leader who uses innovative research to drive business success. A mathematician and entrepreneur, he co-founded two successful analytics consultancies where he pioneered the use of AI in research many years before it became mainstream. His career includes senior leadership positions in data science and research at prominent organizations like Human8, HP, and ORC.

Daren Klein, Klein Strategic & Senior Advisor to Derive One

Darin is a seasoned marketing insights and strategy consultant with over 25 years of experience helping top tech companies unlock growth through brand, product, and communication strategies. As Senior Advisor to Derive One and leader of his consulting practice, Klein Strategic, Darin combines deep expertise in quantitative and qualitative research to deliver actionable insights that drive strategic decisions.
Having worked on the inside with Fortune 500 companies like Microsoft and Intel and in senior consulting roles with The Modellers, Ipsos, and others, Darin is known for his ability to tailor innovative methodologies to answer complex business questions. Described as a “Methodological Pluralist,” Darin enjoys blending techniques to uncover valuable insights, believing that the power of research lies in driving meaningful outcomes.
Darin holds a Ph.D. and M.A. in Communication from the University of Pennsylvania, where he also earned his undergraduate degree in Anthropology. He continues to leverage his lifelong curiosity and love for learning to help clients navigate today’s dynamic market landscape.

Travis Miller, SVP, Sales and Client Development, Pure Spectrum

Travis Miller has over 15 years of experience in Market Research with roles at companies such as JD Power, SSI, Confirmit and most currently PureSpectrum, where he currently holds the role of Senior Vice President of Sales and Client Development. Travis has spent the majority of his career in data collection helping MR agencies adopt new technologies and innovations into their practices and has fielded everything from mail surveys and mall intercepts, to mixed mode CATI and online interviews. Aside from his day job, Travis also sits on the board for the Insights Association West Chapter as Director of Partnerships and is the incoming President for the Insights Association West board for 2026.

Natalie Lutz, Director of Online Data Collection, Pacific Market Research

Natalie Lutz is the Director of Online Data Collection at Pacific Market Research, bringing over 25 years of experience in multi-mode quantitative methodologies. She thrives on complexity—expertly managing multi-country, multi-language, and conjoint research programs. Natalie partners with clients to refine screeners and surveys, reduce bias, enhance the respondent experience, and ensure compliance with best practices, delivering high-quality data.

Samir Saluja, Founder & Managing Partner Derive One

Samir is Founder and Managing Partner of Derive One (D1), a strategy consulting, insights, and technology company helping enterprises align their data and insights strategies around core decisions. Over the past seven years, Derive One has helped Fortune 500 clients with formulating strategic initiatives and research approaches in response to emerging technology trends. Through D1’s joint venture with Olson Zaltman, Samir led the product development of Simile, a metaphor recognition and measurement tool on Qualtrics which provides insights into how consumers think unconsciously.
Prior to founding D1, Samir was a product leader at Microsoft , where he started the Microsoft Professional Program aimed at seeding the market with curriculum in data science and artificial intelligence.  Samir’s D1 teams have supported clients in strategy and insights as well as in technology R&D, development, and integration of AI capabilities into existing applications.

Panel Moderator: Joanne Vega, MBA, Principal & Senior Insights Strategist, Strategic Research Associates

Joanne Vega is the Principal and Senior Insights Strategist at Strategic Research Associates, where they oversee panel development, panel management, data quality, and custom research design. Joanne leads both in-house and contract teams, conducting qualitative and quantitative studies that turn high-integrity data into actionable insights. These insights help organizations make informed, human-centered decisions across a wide range of industries, including utilities, banking, and healthcare.

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