querri

querri

Querri is an AI-powered data analyst platform that connects, cleans, models, and analyzes an organization's data via natural-language chat, dashboards, and reusable analysis 'Skills', built for teams and enterprises with governance and white-label options.

querri is business intelligence software teams evaluate for business intelligence. Use this page to review pricing, integration signals, and the best alternatives before you commit.

Free
One of 186 tools in Business Intelligence
Added 2 months ago
Data reviewed Aug 6, 2026

Profile facts come from the vendor source. AiMatch labels unknown pricing or API details instead of estimating them.

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Quick Overview

Best for: Business Intelligence

What it does

Business Intelligence software for decision-makers comparing workflow fit and alternatives.

Best fit

Business Intelligence

Pricing snapshot

Free

Next step

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Querri is an AI-first data platform that connects, cleans, models, and analyzes data so teams can ask questions in plain English and get accurate, governed answers. The product unifies storage, data preparation, semantic modeling, dashboards, and natural-language chat into a single platform designed for business users and enterprise deployments. Querri emphasizes a self-organizing data library and semantic layer that 'learns how your business works' so answers are grounded in clean data, and it supports white-label embedding and governance for enterprise use.

AI-powered data platform for non-tech users to easily clean, analyze, and visualize data.

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Key Features

AI Chat / Natural-language querying

Ask questions in plain English and get insights, with coordinated agent/LLM calls run against the governed data library rather than raw tables.

Data Library & Semantic Layer

A self-organizing library and semantic layer that captures questions, metrics, KPIs, facts and definitions so metrics are defined once and used consistently across the organization.

Data Cleansing & Transformation

Agent-driven model ETL for cleaning, joins, dedupe, and type casting, versioned and re-runnable to prepare data for analysis.

Dashboards & Visual Analytics

Drag-and-drop dashboards and live visualizations built directly off the modeled data without extra export steps or separate BI seats.

Data Integrations & Ingestion

Native integrations and connectors to pull from databases, CRM, spreadsheets, data warehouses, SaaS apps, files, and APIs on a schedule.

Storage & Compute (Managed)

Managed data lake/warehouse with columnar storage and elastic compute included as part of the platform.

Skills (Reusable Workflows)

Save and codify repeatable analytical workflows as 'Skills' that can be triggered, repeated, and shared across teams.

White-label & Embedding

Embed the analytics experience in your own product, customize branding, and control what the assistant can see and do.

MCP & CLI

Bring cleaned data into third-party AI tools (Claude, ChatGPT, Gemini) via Querri's MCP and drive the product from the terminal using the CLI.

Row- and Column-level Access Controls

Governed access policies applied to every answer, including AI queries, to maintain data ownership and permissions.

Pricing

Free Tier Available

Start for free (offers a free trial/onboarding flow as indicated on the site).

Use Cases

Customer Segmentation

Group customers by behavior and lifetime value so sales, marketing, and customer success teams can act on unified segments.

Revenue Forecasting

Forecast revenue, evaluate pipeline coverage, and assess quota attainment using unified, modeled data for finance and RevOps.

Marketing Optimization / Ad Spend

Analyze campaign ROI to determine which campaigns drive results and where to reallocate budget for improved performance.

Data Cleaning & List Validation

Hand off messy exports and receive deduped, validated lists and cleaned datasets for operational workflows.

Impact Reporting & Visual Storytelling

Turn donor, outcome, or performance data into board-ready reports, dashboards, or presentation decks from a single conversation.

Embed Analytics in Product (White-label)

Drop a complete data platform inside your app to provide analytics and insights under your brand without users leaving the product.

Integrations

Databases

Connect production databases and data warehouses to ingest structured data on a schedule.

CRM

Pull CRM data to combine customer and revenue signals with other sources.

Spreadsheets & Files

Import spreadsheets and file exports to clean and validate lists and records.

SaaS apps & APIs

Native connectors to SaaS applications and APIs to centralize business data into the library.

Benefits

Accessible: business users can ask questions in plain English and get actionable insights without SQL.
More accurate: answers are grounded in cleaned, modeled data and the organization's semantic layer rather than ad-hoc pasted data.
One platform: integrates storage, ingestion, transformation, semantic layer, dashboards, and AI chat in a single system.
Faster insights: turn questions into dashboards or decks quickly, reducing analysis time significantly.
Enterprise-ready governance: row- and column-level access controls, and compliance with SOC 2, ISO 27001, and HIPAA.

Limitations

No verified limitations are available.

Frequently Asked Questions

No verified FAQs are available.

Getting Started

  1. 1 Step 1: Start for free or request a guided demo to see Querri with your data.
  2. 2 Step 2: Connect your data sources (databases, CRM, spreadsheets, warehouses, SaaS apps) via native connectors.
  3. 3 Step 3: Ask questions in plain English, build dashboards or Skills, and embed or share insights across your teams.

Support

Docs

Product guides and documentation available via 'Docs' and 'Resources' on the website.

Help Center

Support and help articles accessible through the Help Center link.

Guided Demo / Contact

Schedule a guided demo or 'Talk to our team' via the contact/demo flows on the site.

Community / Playbooks

Community resources, playbooks, and blog content for learning and best practices.

API

Available: No

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