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QuaerisAI and Snowflake
Snowflake is your warehouse. QuaerisAI is your front door.
Snowflake is a powerhouse when it comes to cloud data warehousing. It’s scalable, secure, and performs like a dream—if all your data lives neatly inside Snowflake. For companies that are 100% Snowflake-native, it’s an elegant solution.
But here’s the catch: most companies aren’t.
Your data is everywhere—SQL Server, Oracle, Postgres, shared drives, third-party apps, and buried inside PDFs and PowerPoints. Snowflake doesn’t talk to that stuff. It’s optimized for its own warehouse, not for the wild, messy reality of your entire data ecosystem.
That’s where QuaerisAI steps in—and stands out.
The Dream Team: Snowflake + QuaerisAI
Already using Snowflake? Perfect!
QuaerisAI layers on top of Snowflake in one click, and connects to all other data and document stores.
And makes that data accessible to every business user - without being required to add dashboards or learn SQL.
QuaerisAI: Built for the Real World of Business
Ease of Use
- Snowflake wasn’t built for business users—it’s built for data engineers. If you want to ask a question, you better know SQL or have someone on call who does.
- QuaerisAI is built for humans, not data scientists. Ask a question in plain English—“Show me Q2 revenue by product line”—and QuaerisAI will fetch, format, and visualize your answer instantly. No need to query, pivot, or pray.
- Snowflake speaks SQL. QuaerisAI speaks you.
Total Cost of Ownership
- Snowflake's “pay per query” model sounds great—until your finance team pulls up the monthly bill and wonders if your dashboards are powered by gold flakes. Every analyst, every refresh, every drill-down = more compute costs.
- QuaerisAI reduces query volume and spreads insight. By indexing answers, using smart caching, and eliminating redundant queries, QuaerisAI dramatically cuts compute costs. And with one intuitive interface for data and documents, there’s no need to pay for multiple tools.
- With QuaerisAI, you pay for insights—not just activity.
Total Cost of Ownership
- Snowflake's “pay per query” model sounds great—until your finance team pulls up the monthly bill and wonders if your dashboards are powered by gold flakes. Every analyst, every refresh, every drill-down = more compute costs.
- QuaerisAI reduces query volume and spreads insight. By indexing answers, using smart caching, and eliminating redundant queries, QuaerisAI dramatically cuts compute costs. And with one intuitive interface for data and documents, there’s no need to pay for multiple tools.
- With QuaerisAI, you pay for insights—not just activity.
Ease of Implementation
- Snowflake is a platform project. You migrate, you model, you optimize. That’s great if you want to invest months and millions.
- QuaerisAI is plug-and-play. We connect to any data source—yes, even that legacy Oracle DB you forgot you had. Most customers are up and running in under 30 days, no forklift required.
- QuaerisAI meets you where your data lives. Snowflake needs your data to move in.
Collaboration Tools
- Snowflake is a backend. It doesn’t enable teams to work together—it powers the tools that might. If you want to collaborate, you’re hopping between dashboards, Slack, email, and BI exports.
- QuaerisAI brings collaboration front and center. You can ask, annotate, tag, and track conversations around your data—in real time, all within one clean interface. It’s like your data joined the team chat and finally started answering questions.
- Data isn’t useful until people can share it. QuaerisAI makes it shareable.
Collaboration Tools
- Snowflake is a backend. It doesn’t enable teams to work together—it powers the tools that might. If you want to collaborate, you’re hopping between dashboards, Slack, email, and BI exports.
- QuaerisAI brings collaboration front and center. You can ask, annotate, tag, and track conversations around your data—in real time, all within one clean interface. It’s like your data joined the team chat and finally started answering questions.
- Data isn’t useful until people can share it. QuaerisAI makes it shareable.
Talking to Data and Documents
- This is the game-changer. Snowflake doesn’t handle unstructured content. Want to analyze a contract, a PDF, a slide deck? You're on your own.
- QuaerisAI does what Snowflake can’t. It reads, interprets, and integrates unstructured documents with structured data—in one pane of glass. So when you ask, “What’s our top-spending vendor, and what are their payment terms?” QuaerisAI pulls from spend data and contracts to give you the full answer.
- It’s not just data literacy. It’s business literacy.
Where Snowflake Makes Sense
Snowflake is a great fit when:
- Your entire data ecosystem is already migrated to Snowflake
- You have a dedicated data engineering team to manage pipelines and models
- You need high-performance querying on massive, structured datasets
- You're building a centralized data platform for long-term analytics strategy
It’s ideal as a backend engine—fast, scalable, and technical.
Why QuaerisAI Wins
But if you need your entire company—not just your data team—to get answers from data, Snowflake isn’t enough.
QuaerisAI is the only conversational interface that:
- Connects to all your data—SQL, Oracle, Postgres, files, docs, and yes, even Snowflake
- Lets business users ask questions in plain English—no SQL required
- Brings together structured data and unstructured documents in one pane of glass
- Drives adoption without a single training session
- Keeps compute costs low by optimizing query patterns and avoiding overuse
Snowflake centralizes your data. QuaerisAI democratizes it.
QuaerisAI vs. Snowflake
| Feature | QuaerisAI | Snowflake |
|---|---|---|
|
Built For
|
Business Decision-Makers
|
Data Engineers
|
|
Natural Language Questions
|
Yes
|
No (SQL Required)
|
|
Handles Unstructured Data (Docs)
|
Yes (Contracts, PDFs, Slides)
|
No
|
|
Multi-Source Query (SQL, Oracle…)
|
Yes
|
Not Native (ETL Required)
|
|
Works Without Data Migration
|
Yes
|
Requires Centralized Warehouse
|
|
Time to Implement
|
Days to Weeks
|
Months
|
|
Collaboration Tools
|
Built-in Chat + Tagging
|
Not Built In
|
|
Cost Transparency
|
High (Optimized Queries + Caching)
|
Lower at first, higher at scale
|
Ready to get answers—not just access?
Snowflake stores your data. QuaerisAI brings it to life. Snowflake is a great warehouse—but a warehouse isn’t where people live. It’s where data sits. QuaerisAI is where the action happens—where your teams ask questions, make decisions, and connect the dots across all your corporate data, wherever it lives.
Talk to your data and your documents. No SQL. No limits. Just clarity.