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.

Projc

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.

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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