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.
Bryan Nelson
FitAds
February 16, 2026
Dear Melt Studio Team. I wanted to take a moment to express my sincere gratitude for the outstanding work you did on my website for FitAds and Capes. From start to finish, your team was not only professional, but every step of the process was seamless, and the final product exceeded my expectations.
The site perfectly supports my business goals, and the backend in intuitive and efficient. I truly couldn't be happier with the result.
Thank you again for your dedication and excellent service. I look forward to working with you again in the future!
Best regards,
Bryan Nelson
February 16, 2026
Roy Roach
Legacy Link
November 18, 2025
I just remember her and the team just walking me through and it was like, this is real. Like, I actually can see this working and they're showing me the dashboards and they're like, you didn't even think. You didn't ask us to do this, but we did this anyway. And 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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