Data teams are drowning in requests. Marketing wants to know which campaigns perform best. Product needs feature adoption analysis. Sales wants lead scoring. Customer Success needs churn prediction. Everyone has questions, and every question requires your time.

What if your entire organization could answer their own questions? What if you could spend less time pulling reports and more time on strategic analytics? What if you could scale your impact without scaling your team?

That's the promise RageEdge delivers for data teams.

The Data Team Challenge

Modern data teams face three critical bottlenecks:

Request Overload

Your day is consumed with ad-hoc requests. "Can you pull campaign performance for last quarter?" "How many users activated this feature?" "What's our churn rate by segment?" Each request takes 30 minutes to a few hours. The backlog grows faster than you can work through it. You're reactive, not strategic.

The SQL Barrier

Only people who know SQL can answer questions. Your data warehouse has all the answers, but 95% of your organization can't access them. Marketing can't answer their own campaign questions. Product can't analyze feature adoption. Everyone depends on you.

Disconnected Data Sources

User behavior data lives in your analytics warehouse. Customer data sits in your CRM. Product usage exists in application databases. Marketing campaign data lives in your ESP. Support data is elsewhere. Every question requires joining data from multiple sources. Even simple questions become complex.

How RageEdge Solves This

RageEdge empowers data teams to democratize data access and focus on strategic work:

How Data Teams Use RageEdge

Democratize Data

Access Data Lead implements OSMGPT across the organization. Marketing, product, sales, and support teams can now answer their own questions. Ad-hoc request volume drops by 70%. Data team focuses on strategic projects.

Unified Customer Analytics

Data Engineer connects all data sources to RageEdge CDP once. Now every team has access to unified customer profiles. No more "which data source is correct?" questions. One source of truth.

Self-Service Analytics

Data Analyst creates pre-built dashboards in Analytics for common questions. Marketing tracks campaign performance independently. Product monitors feature adoption without requests. Customer Success sees churn signals automatically.

Accelerate Insights

Analytics Manager uses OSMGPT to quickly explore data for strategic projects. What used to take hours of SQL now takes seconds. More time for deep analysis, less time on data preparation.

Scale Without Hiring

Data Team Lead notes that as the company grew 3x, data team size stayed constant. Why? Teams self-serve with OSMGPT and Analytics. Data team works on high-impact projects like predictive modeling and data science.

Reduce Data Warehouse Costs

Data Infrastructure Lead reduces warehouse query costs by 40%. Common questions get answered by RageEdge instead of hitting the warehouse. Reserved warehouse capacity for complex analysis and ML workloads.

The Data Team Transformation

Why Data Teams Choose RageEdge

Democratize Data

Without Compromise Make data accessible to everyone without sacrificing governance, privacy, or accuracy. OSMGPT understands context and permissions.

Reduce Request Burden

Let teams self-serve common questions. Your team handles strategic work, not repetitive queries.

Unified Data Layer

CDP connects all your data sources automatically. No more manual ETL. No more data silos. One source of truth.

Built for Scale

As your organization grows, RageEdge scales with you. Add users, add data sources, add questions—no additional data team burden.

Complement Your Stack

RageEdge works alongside your data warehouse and BI tools. It doesn't replace them—it makes them more accessible and reduces their load.

Data Team Results

SaaS Data Team: Reduced ad-hoc request volume by 75%, freeing up 20 hours per week for strategic projects

E-commerce Data Team: Enabled 50+ non-technical team members to answer their own data questions with OSMGPT

B2B Data Team: Reduced data warehouse costs by 45% by offloading common queries to RageEdge

Enterprise Data Team: Decreased average time to insight from 4 hours to 2 minutes for standard questions

Get Started

Ready to democratize data and scale your impact?

Start with RageEdge for Data Teams including OSMGPT, Web Analytics, Product Analytics, CDP, and API access.