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.
Blake Butterwoth
Litlingo
I'm impressed by something on a weekly basis. Most recently I've been happy to see the melt studio engineers knocking out tech debt on with minimum direction from me.
March 20, 2021
Tristana Nesvig Trani
StyrelQ
THANK YOU for everything! Melt has been an incredible guide throughout this journey. I truly enjoy the process of understanding and defining a product—it’s the part I love the most.
August 5, 2025
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