Sentiment Intelligence MVP for Data-Rich Dashboards
Case Study: Minipeg
Melt Studio partnered with Minipeg.ai to build a functional MVP centered on sentiment-driven dashboards. Over five weeks, we delivered a data visualization platform capable of extracting, categorizing, and displaying insights from public sources—empowering Minipeg’s team to test real use cases and validate product direction.
THE CHALLENGE
Turning Raw Data Into Actionable Insight
Minipeg.ai needed to validate a concept: can we extract and classify public user opinions into digestible insights? The client envisioned dashboards that display categorized topics, sentiment, and summaries—pulled from various sources and prepped for business decisions. They needed a flexible, fast MVP to test this idea.
INITIAL STATE
OUR SOLUTION
Fast MVP Delivery for Sentiment Visualization
Requirements
Simplification
We defined the MVP scope using story mapping and user flows. Focus areas included topic filtering, sentiment tagging, source segmentation, and summarization—all without overcomplicating the backend stack.
Application
Building
Using Vue.js on the frontend and a modern backend stack, our team built dashboards capable of filtering data by source and time, with visuals like graphs and summaries. Slack and Linear supported agile sprint delivery.
Prototype
Release
In just over one month, Minipeg had a working MVP that could query real-time data sources and display topic summaries. Advanced features like chatbot integration were scoped for future releases.
DELIVER STATE
CUSTOMER FEEDBACK
Insight-Ready MVP Delivered With Speed
The Minipeg.ai team received a working product on time, with core dashboard functions validated and room to scale into NLP and chatbot integrations. Feedback confirmed the platform’s readiness for real-world use cases.
Trusted by Startups Across the U.S.
We have delivered products for startups from Anchorage to New York.
Lana Ashby Rowder
LookingGlass
April 2, 2026
Thank you so much for this note and for all the work your team put into this project. It truly was such a great experience working together.
We are really happy with how the prototype turned out and especially grateful for the extra backend improvements your team made. Having a more stable and scalable foundation is huge for us as we head into launch, and it did not go unnoticed.
Thank you again for being such a thoughtful and proactive partner throughout this process. We are really excited about what is ahead.
Grateful, Lana
April 2, 2026
Roy Roach
Legacy Link
November 18, 2025
They're showing me the dashboards and they're like, you didn't ask us to do this, but we hope you like it. And I'm watching like, Holy smokes, this is even better than what I thought.
November 18, 2025
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