MintScale
Analytics, BI, and practical AI for decisions that matter.
What is MintScale?
MintScale is MintLoop's data and AI division. We build analytics tools, dashboards, and intelligent automation that help teams make better decisions. Our focus is on practical, production-ready solutions—not science projects that never ship.
We believe data should drive action, not just fill reports. Every dashboard we build is designed around the decisions you need to make. Every AI integration is scoped for clear, measurable impact. We're allergic to complexity for its own sake.
Whether you need your first analytics setup, a cleanup of existing pipelines, or intelligent automation added to your workflows, we approach each project with the same goal: deliver value quickly and set you up for long-term success.
What We Ship
Dashboards & BI
Metrics that executives actually use. We build dashboards focused on actionable insights, not vanity metrics.
Data Engineering
ETL/ELT pipelines, data modeling, and performance optimization. Clean data foundations for reliable analytics.
Applied AI
Practical AI integration for workflows: document processing, smart search, automated categorization, and more.
Analytics Audits
Review your current analytics setup, identify gaps, and create a roadmap for meaningful measurement.
Who It's For
- • Startups needing their first real analytics setup
- • SMBs drowning in spreadsheets who need real dashboards
- • Teams wanting to add AI capabilities to existing workflows
- • Companies with messy data needing pipeline cleanup
- • Founders who want data-driven decision making without enterprise overhead
How We Build
Decision-first design: We start by understanding what decisions you need to make, then work backward to the data and visualizations that support them.
Incremental delivery: We ship working dashboards and tools in phases. You get value early, and we iterate based on real usage.
Sustainable infrastructure: We build data pipelines and AI systems that your team can maintain. No black boxes, no vendor lock-in.
Honest about AI: We only recommend AI solutions when they're genuinely the best approach. Sometimes a well-designed query beats a model.
Frequently Asked Questions
Do I need a lot of data to work with you?
Not necessarily. We can help you set up proper data collection from scratch, or work with what you have. Even small datasets can yield actionable insights with the right approach.
What BI tools do you work with?
We're tool-agnostic. We've built with Metabase, Looker, custom dashboards, and simple spreadsheet integrations. We pick what makes sense for your budget and team.
How do you approach AI projects?
We focus on practical applications with clear ROI. No hype, no buzzwords. If AI isn't the right solution, we'll tell you. When it is, we implement it simply and reliably.
Can you work with our existing data infrastructure?
Yes. We integrate with Postgres, MySQL, BigQuery, Snowflake, and most common data stores. We prefer to build on what you have rather than rip and replace.
What's the typical project timeline?
Analytics audits take 1-2 weeks. Dashboard projects typically run 2-4 weeks. AI integrations vary based on complexity but we scope for quick wins first.
Ready to Scale Your Data?
Tell us about your data challenges. We'll respond with honest advice—even if the answer is that you don't need us yet.
Start a conversation →