G2

Yuan (Carl) L.

Director of Product Management, AI, Data

Mid-Market (51-1000 emp.)

10/9/2026

"Fast, Reliable AI-Powered Analytics That Reduces Custom Reporting and Empowers ROI Conversations"

5/5

What do you like best about Ridge AI?

We are a SaaS company targeting Fortune 500 companies. Most of our users are non-technical, not comfortable with technology or math, yet they need to make timely, data-informed decisions, and have conservations with their leadership about their progress and ROI. That has created a huge gap between what our reports say, how our users interpret, and what story they are supposed to tell. Ridge AI helps close that gap. Instead of fielding questions about metrics consistencies across reports and endless requests for custom reports, we can help our clients focus on real data-backed value conversations and storytellings. I especially value how lightweight and fast Ridge AI is. It is not just an AI, but an insights AI together with a smooth reporting experience. Its in-browser caching helps keep report rendering times impressively short (compared with Tableau and other BI vendors). It is plug and play, we can connect it to our data platform, spin off dashboards quickly, and have its AI agent ready to answer detailed long-tail questions right away. I like that it is AI-powered but the answers are reliable and solid. The safeguards, data dictionary, and definitions help make sure answers are accurate, with responsible evidence and explanations. Ridge AI saves us a lot of resources and time away from committing to custom reports, so we can have real conversations with clients about value, business outcomes, and storytelling instead of report implementation details. Review collected by and hosted on G2.com.

What do you dislike about Ridge AI?

I’m overall very satisfied with Ridge AI. Would like to see more MCP integrations (which I believe is coming soon) so we can unlock the guided agentic insights to action workflow. Review collected by and hosted on G2.com.

What problems is Ridge AI solving and how is that benefiting you?

Ridge AI helps us bridge the gap between non-technical users and complex analytics. Instead of getting buried into endless custom report requests and implementation details, we can enable our clients to get answers of their long-tail business questions right away - fully self-served, in natural language, with reliable data and rich visualizations. Each of those requests otherwise took our service team weeks to fulfill. Think of the days where 80% of our reports were custom and 30% of customer experience hours were ultimately thrown-away. Now, our team can focus on value creation, storytelling, and demonstrating ROI. Review collected by and hosted on G2.com.