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Black Boxes, Fraud Farms, and the Last Mile: What’s Holding Us Back — and How to Fix It

October 22 @ 4:00 pm 4:45 pm

Eastern US Time: 11 am – 11:45 am

With Knit

  • live webinar
  • DIY Surveys
  • Agile Qualitative Research
  • Agile Quantitative Research
  • Audience Panel
  • AI
  • Data Analytics

Knit is an end-to-end Insights Platform combining Quant, Video & AI for brands get quicker & holistic understanding of their target audience.

Knit Webinar Featured Image - Insights to Action Summit October 2025

AI tools are flooding research, but many still struggle with trust, data quality, and the last mile of insight delivery.

This session uncovers the pitfalls—black boxes, fraud farms, and missed storytelling—and shows how Researcher-Driven AI turns them into opportunities.

Key Takeaways:

  • How to move past black-box AI to transparent, trusted insights.
  • Why fraud farms threaten data quality—and how to stop them.
  • Closing the “last mile” gap: turning data into decision-ready stories.

Register for this free virtual event

Part of the Insights to Action Summit October 2025

Demo Days September 2025 Featured Image - Insight Platforms

AI tools are flooding research, but many still struggle with trust, data quality, and the last mile of insight delivery.

This session uncovers the pitfalls—black boxes, fraud farms, and missed storytelling—and shows how Researcher-Driven AI turns them into opportunities.

Key Takeaways:

  • How to move past black-box AI to transparent, trusted insights.
  • Why fraud farms threaten data quality—and how to stop them.
  • Closing the “last mile” gap: turning data into decision-ready stories.

Complete the form to watch the video

AI tools are flooding research, but many still struggle with trust, data quality, and the last mile of insight delivery.

This session uncovers the pitfalls—black boxes, fraud farms, and missed storytelling—and shows how Researcher-Driven AI turns them into opportunities.

Key Takeaways:

  • How to move past black-box AI to transparent, trusted insights.
  • Why fraud farms threaten data quality—and how to stop them.
  • Closing the “last mile” gap: turning data into decision-ready stories.

By watching this video, you consent to future email contact from Insight Platforms & the presenting company (privacy policy here).


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Knit is an end-to-end Insights Platform combining Quant, Video & AI for brands get quicker & holistic understanding of their target audience.
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