---
title: "Conversational Analytics and Data-Focused Products"
url: https://stacklist.com/card/5cf26691-392a-4a81-b187-fac6fd37a40c
source_url: "https://www.codestory.co/episodes/the-railsware-way-conversational-analytics-data-focused-products-with-nika-tamayo-flores/"
stack: https://stacklist.com/c/podcast/stack/4ca83ff7-4edb-457a-8cb5-08c140b912be
summary: "Code Story podcast features Nika Tamayo Flores, Product Lead at Railsware, discussing how conversational analytics and AI capabilities are transforming data-focused products like Coupler. The episode explores the shift from traditional dashboard-based analysis to AI-driven data exploration, its impact on user experience, and the future of business intelligence tools."
tags: "conversational-analytics, data-analytics, ai-insights, product-engineering, startup, business-intelligence, railsware"
key_entities: "Nika Tamayo Flores (person), Railsware (organization), Coupler (technology), Mailtrap (technology), TitanApps (technology), Conversational Analytics (concept), AI Insights (concept), Calendly (organization), Bright Bytes (organization), Code Story Podcast (event)"
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status: "final"
---

# Conversational Analytics and Data-Focused Products

Code Story: Insights from Startup Tech Leaders — The Railsware Way – Conversational Analytics & Data Focused Products, with Nika Tamayo Flores Listen to Episode The Railsware Way – Conversational Analytics & Data Focused Products, with Nika Tamayo Flores Code Story: Insights from Startup Tech Leaders 0:00 22:26 1× Today, we are another episode in our series, sponsored by our good friends at Railsware . Railsware is a leading product studio with two main focuses - services and products. They have created amazing products like Mailtrap , Coupler and TitanApps , while also partnering with teams like Calendly and Bright Bytes. They deliver amazing products, and have happy customers to prove it. In this series, we are digging into the company's methods around product engineering and development. In particular, we will cover relevant topics to not only highlight their expertise, but to educate you on industry trends alongside their experience. In today's episode, we are speaking with Nika Tamayo Flores , Product Lead at Railsware , specifically for the Coupler product. She's been leading complex data-driven products for over eight years, and will enlighten us on conversational analytics, and how they can change a data focused product. Questions: Before we jump to the topic, let’s define what exactly conversational analytics is. How does it differ from traditional dashboard-based data analysis? You’ve been integrating AI capacities into Coupler, Railsware’s product focused on data analytics. How would you describe data analytics in pre-AI and AI era? What were the key challenges to embedding conversational analytics into Coupler? And what’s the result? You’ve already released AI Insights – how do they transform user experience for data exploration? How do you ensure conversational analytics provides accurate and reliable insights? How does conversational analytics change who can be a "data user" in an organization? What's the learning curve like for organizations adopting conversational analytics? Where do you see conversational analytics heading - will it eventually replace traditional BI tools, or complement them? Links https://railsware.com/ https://www.linkedin.com/in/veronica-tamayo-flores/ https://coupler.io Our Sponsors: * Check out Cash App and use my code CASHAPP10 for a great deal: https://cash.app * Check out Plaud AI and use my code CODESTORY for a great deal: https://plaud.ai Advertising Inquiries: https://redcircle.com/brands Privacy & Opt-Out: https://redcircle.com/privacy Latest Season of the Podcast is Sponsored By