Published: August 18, 2026
Organizations have more data, more dashboards, and more sophisticated analytics tools than ever before. And yet, many still struggle to make confident decisions quickly.
Sometimes the problem isn’t the data itself. It’s what happens between the insight and the action: unclear ownership, competing versions of the truth, slow review cycles, and analytics that sit beside the business instead of helping shape it.
In today’s episode of Resoundingly Human: The INFORMS Podcast, I’m joined by Ritish Chugh, Senior Analytics Engineer with Airbnb, to talk about what it takes to move from producing analytics to building an organization that actually knows how to use it.
My advice is treating analytics more like a trust problem rather than just like a technology problem. I think it's at the end of the day, whatever tools the data and analytics organization is really building, it's for the leaders and humans. I mean, the [more] we can make that easily digestible, as well as something that has validations built in, is trustable, as well as at the same time is consistent, as well as has transparency built into it. I think it can make organization’s life a lot easier, as well as, you know, even increase the trust for the analytics organization to be the front runner in terms of building technology solutions.
Interviewed this episode:

Ritish Chugh
Airbnb
Ritish Chugh is a Senior Analytics Engineer at Airbnb, where he builds governed data infrastructure and metrics frameworks that power decision-making at scale. With over a decade of experience across financial services, e-commerce, and technology, he specializes in bridging the gap between raw data and business decisions. He is an IEEE Senior Member, a published author, and an international jury member for technology awards across North America and Europe.
Related Episodes
Episode Transcript
Transcript pending.
Want to learn more? Check out the additional resources and links listed below for more information about what was discussed in the episode.
Why senior management loses confidence in AI before it reaches scale, CIO
Why enterprises AI breaks without metrics discipline, The New Stack
When Analytics Becomes Infrastructure, Communications of the ACM
Bridging Data and Decision-Making at Scale: A Leadership Framework for Analytics Maturity, Analytics
Tags: analytics, data-driven, industry, trust in data
