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.
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Blake Butterworth
Pathwork
Shout out to Paola for the hard and detailed work to launch our new marketing site
August 19, 2025
Genevieve
Healthy Teen Network
After working with other developers I can honestly say that my experience with Melt has been fantastic. First, the teams that have worked on our various projects are talented and diligent. Second, I appreciate weekly meetings where we can see the progress of our apps. Manuel and his team has always kept us abreast of the progress, the problems, and potential solutions to overcome the challenges. I love being able to see in Pivotal the number of stories and how each has been tackled. The openness, honesty and clarity in the communication has been a key for my satisfaction.
July 23, 2020
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