The AI Data Analyst for Every Team
Querri is the agentic data platform that makes getting value from your data as simple as having a conversation. Connect, clean, analyze, and visualize — no code, no complexity, no waiting.
The Data Problem No One Has Solved — Until Now
Getting value from data is still unreasonably hard for most businesses. The traditional data stack has been a chain of disconnected tools that separates the people with the questions from the ability to work with data.
of organizations have low analytics maturity (Gartner)
of analyst time goes to data prep, not actual analysis (IDC)
of employees use BI tools — adoption is stuck despite decades of investment
Meanwhile, every tool adding "AI" is bolting it onto existing paradigms. Tableau has Agent, Pulse, Discovery, and Semantics — users don't know which to use when. Power BI's Copilot can't derive calculations that aren't pre-defined. Warehouse+AI stacks assume you already have clean data and a team of engineers.
Nobody rethought the whole stack for a world where AI can do the work. That's the gap Querri fills.
Your Complete Data Workflow, Handled
From raw files to boardroom-ready insights, Querri's agentic AI manages the entire data lifecycle so you can focus on decisions, not data prep.
Connect
Upload CSV, Excel, JSON, or Parquet files. Connect databases like PostgreSQL and BigQuery. Sync with HubSpot, QuickBooks, Salesforce, and more.
View all integrations →Clean
AI-powered preprocessing detects metadata, deduplicates rows, converts types, and flattens nested structures. Messy data becomes usable data automatically.
Learn about AI cleansing →Analyze
Ask questions in plain English. Querri's agentic AI plans and executes multi-step analyses, derives new metrics on the fly, and surfaces patterns you didn't know to look for.
Explore AI chat →Visualize
Eight Plotly chart types render automatically. Drag-and-drop dashboard builder creates shareable views in minutes. Export as PNG, SVG, or high-res charts.
See dashboard builder →Automate
Schedule dashboards with cron jobs and four refresh strategies. Set up automated alerts. Let Querri proactively surface insights based on data patterns.
Share
Embed analytics with a 4KB SDK. White-label with your custom domain, logo, and colors. Share dashboards with teams. Export to Google Sheets or download locally.
Explore white label →What Makes Querri the Best AI Data Analyst
Most tools bolt AI onto legacy architectures. Querri was built from scratch in the AI era with agentic intelligence at its foundation.
Complete Data Stack in One Product
Querri is the only platform to deliver the full data workflow — ingestion, cleaning, transformation, analysis, visualization, and automation — with natural language throughout. No separate ETL tool, no warehouse, no presentation layer to buy.
Competitors require 3-5 separate tools to match what Querri delivers out of the box.
Agentic AI Architecture
Querri's AI planner translates your questions into multi-step analytical workflows using six specialized tools: SQL execution, visualization, data cleaning, forecasting, financial analysis, and contextual research. It maintains context across 30 conversation turns.
Data-grounded: the agent never guesses numbers — it always calculates from your actual data.
Proactive, Not Just Reactive
Most analytics tools only answer the questions you ask. Querri suggests what to look at next based on patterns in your data — surfacing anomalies, trends, and opportunities before they become obvious.
Only Tableau Pulse (premium tier) and Tellius approach genuine proactive insights. Querri includes it in every plan.
Transparent, Not a Black Box
Every step Querri takes is visible — SQL queries, transformation logic, chart configurations, and reasoning. You see exactly how your AI analyst arrived at each answer and can refine any step in natural language.
Results are reproducible and auditable. Build on previous analyses with full context preserved.
Enterprise Power at Mid-Market Pricing
Row-level security, dashboards, scheduling, API, embed SDK, and white-label — all available at published per-user pricing from $16/user/month. No opaque enterprise quotes, no consumption-based surprises.
ThoughtSpot averages $137K-$500K+/year. Tableau runs $50K-$200K+/year. Most Querri teams pay $2K-$6K/year.
Built by Industry Veterans
Founded by veterans from Oracle, Salesforce, Tableau, Adobe, Microsoft, and Domo who've spent decades in data and seen firsthand what's broken. Querri was built specifically to fix the problems they watched customers struggle with.
Ease of use is a company value, not just a product feature. We meet you where you are on your data journey.
Ask Questions, Get Answers Instantly
Natural language at the core — not bolted on
Querri was built AI-first from the ground up. Instead of learning SQL, DAX, or LOD expressions, just ask your question in plain English. The agentic AI plans multi-step analyses, selects the right methods, and delivers visual answers.
Unlike traditional BI tools that require weeks of data modeling before AI features work, Querri derives metrics on the fly from your raw data. No prerequisites, no upfront configuration.
Natural Language
Ask in your own words, no training needed
Multi-Step Analysis
AI plans and executes complex queries automatically
On-the-Fly Metrics
Derive new measures without pre-defined data models
Proactive Insights, Not Just Reactive Queries
Your AI analyst that works even when you're not looking
Querri doesn't just answer the questions you ask — it suggests what to look at next based on patterns in your data. Surface anomalies, trends, and opportunities before they become obvious.
With automated scheduling and four refresh strategies, your dashboards stay current and your team stays informed. Querri is the AI-powered analytics platform that works around the clock.
Smart Suggestions
AI recommends next analyses based on your data
Anomaly Detection
Surface outliers and unexpected changes automatically
Scheduled Automation
Keep dashboards fresh with cron scheduling
Embed, White-Label, and Scale
Deliver Querri's power under your own brand
Querri's zero-dependency 4KB SDK makes embedding analytics into your own product seamless. Three authentication modes (Share Key, Server Token, Popup Login) support any architecture.
Full white-label capabilities let you customize domain, logos, colors, emails, and support configuration. Give your customers the same powerful analytics under your brand.
4KB SDK
Lightweight embed with zero dependencies
White-Label
Custom domain, branding, and support config
3 Auth Modes
Share Key, Server Token, or Popup Login
Built for the People with the Questions
Querri is for anyone who knows what they need to ask of their data but doesn't have the technical skills, time, or resources to fight through a traditional data stack.
Small & Mid-Size Businesses
Get the analytical power of a full data team without the complexity, cost, or headcount. Uncover opportunities that were invisible before — from campaign ROI to demand forecasting.
Small business solutions →Consultants & Agencies
Serve clients better in less time by surfacing key insights and automating the reports they need. White-label Querri under your own brand with the embed SDK.
Consultant solutions →Enterprise Leaders & Managers
Get answers now instead of waiting in the analyst queue. Move at the speed the business demands — ad-hoc questions answered in seconds, not days or weeks.
Revenue operations →How Querri Compares
Querri sits at the convergence of four market categories, combining the best of each while eliminating their gaps.
| Category | What They Offer | What They Lack | Querri's Advantage |
|---|---|---|---|
| Traditional BI + AI Tableau, Power BI | Mature visualization and reporting | Steep learning curves, AI bolted onto legacy architecture | AI-first from the ground up. Minutes to value, not months. |
| AI-First Analytics ThoughtSpot, Julius | Natural language querying | Require a warehouse, expensive, or too shallow for real work | Complete data stack with no prerequisites. |
| General AI Tools ChatGPT, Claude, Gemini | Accessible natural language analysis | No persistence, dashboards, or team infrastructure | Persistent dashboards, automation, and team sharing. |
| Warehouse + AI Stacks Snowflake, Databricks | Scalable data infrastructure | Require data engineering teams, not turnkey | No technical prerequisites. Turnkey for business users. |
Enterprise-Grade Security, Built In
Your data is yours. Querri's seven-layer security model provides progressive access controls that grow with your organization.
SOC 2 Type II
Independent audit of security controls covering confidentiality, integrity, and availability.
AES-256 + TLS 1.3
All data encrypted at rest and in transit. Keys managed by cloud KMS with automatic rotation.
Row-Level Security
Fine-grained access policies defined without SQL. Shadow execution ensures dashboards respect every viewer's permissions.
Full Audit Trail
Every access event, export, and policy change is logged. HIPAA BAA available. GDPR and CCPA support.
The Querri Difference
Enterprise-grade analytics at dramatically lower cost and complexity. Built for the AI era from day one.
Minutes, Not Months
No months-long implementation, no waiting on IT, and no steep learning curve. Connect your data, ask a question in plain English, and get visual answers in seconds. Deploy in minutes, not the weeks or months required by traditional BI.
All-in-One Platform
One product replaces your fragmented data stack. Ingestion, cleaning, transformation, analysis, visualization, dashboards, scheduling, and automation — all in a single platform. No separate ETL, warehouse, or presentation tools needed.
Natural Language First
Every interaction starts with plain English. No SQL, no DAX, no LOD expressions, no training required. Querri's agentic AI understands your intent, plans the analysis, and delivers answers anyone on your team can understand.
Enterprise at Mid-Market Price
SOC 2 Type II certified security, fine-grained access controls, and enterprise-grade infrastructure — at published per-user pricing starting at $16/month. No opaque consumption credits or surprise renewal shocks.
Ready to meet your AI data analyst?
Frequently Asked Questions
An AI data analyst is software that uses artificial intelligence to perform the work traditionally done by human data analysts — connecting data sources, cleaning and transforming data, running analyses, creating visualizations, and surfacing insights. Querri's agentic AI goes further by proactively suggesting analyses and automating recurring reports.
Agentic analytics is the latest evolution of AI-powered data analysis, where autonomous AI agents plan and execute multi-step analytical workflows without human intervention at each step. Gartner predicts that 33% of enterprise software will include agentic AI by 2028. Querri's agent architecture uses six specialized tools — SQL execution, visualization, data cleaning, forecasting, financial analysis, and research — coordinated by an AI planner that maintains context across 30 conversation turns.
An AI data analyst like Querri handles the technical heavy lifting — data cleaning, SQL queries, chart building, and report generation — in seconds instead of hours. It doesn't replace human judgment; it eliminates the technical bottleneck so anyone can get data-driven answers without waiting in the analyst queue. Human analysts spend 82% of their time on data prep (IDC). Querri handles that automatically.
No. Unlike many analytics platforms that require a pre-configured data warehouse, Querri handles the complete data lifecycle. Upload files (CSV, Excel, JSON, Parquet), connect databases directly, or sync with business apps like HubSpot and QuickBooks. Querri cleans and structures your data automatically.
Traditional BI tools require specialized skills (DAX, LOD expressions, SQL) and weeks of setup. Querri is AI-first — ask questions in plain English and get answers immediately. No data modeling, no training, no complex build process. Querri also includes data ingestion and cleaning, which traditional BI tools require separate products for. See our detailed comparisons of Querri vs Tableau and Querri vs Power BI.
General AI tools like ChatGPT and Claude can analyze uploaded files, but they lack persistence (sessions reset), dashboards, database connections, team collaboration, scheduling, row-level security, and embed capabilities. Querri is a purpose-built analytics platform with persistent projects, auto-refreshing dashboards, direct database connectors, and enterprise security. See our comparisons of Querri vs ChatGPT and Querri vs Claude.
Absolutely. Querri is designed for business users who need data insights without learning programming or analytics tools. Ask questions in plain English, and the AI handles the technical complexity behind the scenes. Every step is transparent — you can see exactly what the AI did and refine any step in natural language.
Querri supports file uploads (CSV, Excel, JSON, Parquet), databases (PostgreSQL, MySQL, SQL Server, BigQuery, Redshift, Snowflake), business applications (HubSpot, QuickBooks, Salesforce, Google Drive, Fluke eMaint), and cloud storage (Google Sheets). New connectors are added regularly.
Yes. Querri is SOC 2 Type II certified with AES-256 encryption at rest, TLS 1.3 encryption in transit, and a seven-layer security model including row-level security, API key scoping, and full audit logging. HIPAA BAA is available for healthcare data. Dashboard security uses shadow execution — every view re-executes queries from the viewer's security context.
Yes. Querri provides a zero-dependency 4KB JavaScript SDK for embedding analytics, plus full white-label capabilities including custom domains, branding, and support configuration. Three authentication modes (Share Key, Server Token, Popup Login) support any architecture. Learn more on the white label page.
Querri offers published per-user pricing: Free ($0, 15-50 queries/month), Core ($20/user/month, $16 annual), and Pro ($50/user/month, $40 annual), with Enterprise and White Label tiers available. Traditional BI tools like Tableau run $50K-$200K+/year for mid-market deployments. AI-first platforms like ThoughtSpot average $137K-$500K+/year. Most Querri teams pay $2K-$6K/year. See pricing for full details.
Minutes. Sign up, upload a file or connect a data source, and start asking questions. There's no implementation project, no data modeling phase, and no training required. The AI handles data preparation automatically. Most users get their first insight within 5 minutes of signing up.