We hope you enjoyed our presentation, "Your Data Can't See The Future"

Presented by Ashley Craig, Managing Director, Research and Product Innovation

AI is reshaping human behavior faster than traditional product metrics can keep up. In this keynote, AnswerLab explored why optimization-era tools — dashboards, KPIs, and engagement metrics — are no longer enough for an invention moment defined by uncertainty, emerging behaviors, and rapidly shifting expectations.

Through stories from real-world product research and ethnographic fieldwork, the talk challenged organizations to rethink how they define success, build roadmaps, and invest in human understanding before assumptions harden into products, incentives, and culture.

Key Takeaways

• Why optimization metrics alone can’t guide invention
• How AI amplifies both product capabilities and flawed assumptions
• The hidden risks of building from dashboards instead of human behavior
• Why human-centered insight is now a strategic advantage
• How leading organizations are grounding AI roadmaps in real human need

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